Home | Data Overview | Multi-Dimensional Analysis | Models | Conclusion

Major | Gender | Career | Ethnicity | First Generation Students | Dependents | Medical Condition | Medical Care | Analysis

Function

To begin, let’s explore the function we created to run all of this statistical analysis:

mysubsetMDS <- function(x){
  mysubset <- df %>% 
    select(starts_with(x))
  
  meta <- metaMDS(mysubset)
  MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
    cbind(demo)
  return(MDS_df)
}


In English, this function allows us to run the MDS according to each subset of demographic and each subset of question type that we want. Obviously, in this page, we are exploring Ethnicity.

Question Types

Science Identity

Let’s explore the science identity subset of questions first. Running our function we created and plotting it, we are left with this image of the plot:

This is great and all, but let’s run an adonis test to see if there is a significant difference in how different ethnicity goals responded to science identity questions:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model     R2 Pr(>F)
## demo$ethnicity   9    0.3197 0.035524  1.1163 0.0322  0.352
## Residuals      302    9.6102 0.031822         0.9678       
## Total          311    9.9299                  1.0000       
## 
## $call
## adonis(formula = si ~ demo$ethnicity)
## 
## $coefficients
##                        si1          si2        si3         si4          si5
## (Intercept)      3.6122437  3.884078280  3.3440585  3.60524201  3.671802054
## demo$ethnicity1  0.7877563  0.715921720  1.0559415  0.39475799  0.328197946
## demo$ethnicity2 -0.8622437 -0.634078280 -0.3440585 -0.85524201 -0.671802054
## demo$ethnicity3  1.3877563  1.115921720  0.6559415  0.39475799  0.328197946
## demo$ethnicity4 -0.2789103 -0.439633836 -0.3440585 -0.16079756 -0.227357610
## demo$ethnicity5  0.1655341  0.338143942  0.2114971  0.06142466 -0.560690943
## demo$ethnicity6 -0.6122437 -0.001725339 -0.1675879 -0.13465377 -0.318860878
## demo$ethnicity7 -0.6122437 -0.884078280 -1.3440585  0.39475799  1.328197946
## demo$ethnicity8 -0.2789103 -0.217411613  0.3226082  0.06142466 -0.005135387
## demo$ethnicity9  0.6377563  0.365921720  0.4059415  0.39475799  0.328197946
## 
## $coef.sites
##                           1            2             3            4
## (Intercept)      0.16776780  0.131990022  0.1700219641  0.385632330
## demo$ethnicity1 -0.06104588 -0.019814210  0.0337931724  0.059094943
## demo$ethnicity2  0.08236214  0.085317671  0.0527009961 -0.040902985
## demo$ethnicity3 -0.09800036 -0.084370974  0.0191672251  0.081034337
## demo$ethnicity4  0.04151869  0.050249306  0.0118602146 -0.048173103
## demo$ethnicity5 -0.04505126 -0.011449346 -0.0198784258  0.007125260
## demo$ethnicity6  0.02295526  0.039977502 -0.0008733289 -0.029464944
## demo$ethnicity7  0.09539009  0.003145113 -0.0450219641 -0.025632330
## demo$ethnicity8 -0.02224329 -0.043198599 -0.0396398014 -0.003458948
## demo$ethnicity9 -0.05246583 -0.063673887 -0.0215625803  0.047500310
##                             5            6            7           8           9
## (Intercept)      0.1506168781  0.142010528  0.201009293  0.15581063  0.12562084
## demo$ethnicity1 -0.0552868181  0.016854956  0.059708485 -0.06899121 -0.00268944
## demo$ethnicity2  0.1025882501  0.047423996  0.029713887  0.09739450  0.07212229
## demo$ethnicity3 -0.0839502114  0.015884209  0.056133564 -0.08914397 -0.02562084
## demo$ethnicity4  0.0483876862  0.021958423 -0.003022263  0.04802485  0.03638486
## demo$ethnicity5 -0.0058366632 -0.038025050 -0.023786568 -0.02595747 -0.03051570
## demo$ethnicity6  0.0354075633  0.010440396 -0.011365338  0.02820206  0.02647858
## demo$ethnicity7 -0.0006168781  0.009504623 -0.067675960  0.04418937  0.01723630
## demo$ethnicity8 -0.0268815978 -0.065757805 -0.042056023 -0.03207535 -0.05143210
## demo$ethnicity9 -0.0752745847 -0.025236612  0.016543069 -0.05747680 -0.06724465
##                          10           11           12           13           14
## (Intercept)      0.15230144  0.487085102  0.157999716  0.117095499  0.117095499
## demo$ethnicity1 -0.04042593  0.064637453  0.032912195 -0.016030798 -0.016030798
## demo$ethnicity2  0.07675839 -0.090721466  0.050017362  0.073502792  0.073502792
## demo$ethnicity3 -0.10468239  0.084343469  0.031189474 -0.069476451 -0.069476451
## demo$ethnicity4  0.04035340 -0.055325932  0.016938019  0.052902272  0.052902272
## demo$ethnicity5 -0.03651622  0.010850361 -0.028604883 -0.007136834 -0.007136834
## demo$ethnicity6  0.02787580 -0.015099542  0.009269601  0.037433079  0.037433079
## demo$ethnicity7  0.09094180 -0.008824233 -0.032999716  0.018039636  0.018039636
## demo$ethnicity8 -0.02929949  0.010583896 -0.069324949 -0.062514602 -0.062514602
## demo$ethnicity9 -0.05898530  0.055308060 -0.009540332 -0.073794999 -0.073794999
##                          15          16           17          18           19
## (Intercept)      0.15242298  0.13092703  0.126089179  0.19755173  0.136389110
## demo$ethnicity1 -0.04024717 -0.02986233 -0.029893579  0.02725520 -0.044941570
## demo$ethnicity2  0.08945736  0.08531228  0.086540758  0.01329357  0.097077347
## demo$ethnicity3 -0.05718488 -0.08330799 -0.102833365  0.02467050 -0.136389110
## demo$ethnicity4  0.03955187  0.04462629  0.056053132  0.01730940  0.057164393
## demo$ethnicity5 -0.02927767 -0.02585932 -0.009050791 -0.03300611 -0.007881967
## demo$ethnicity6  0.01481406  0.02761576  0.034201593 -0.01051559  0.040270542
## demo$ethnicity7  0.03676621  0.05826215  0.031805557  0.02825473  0.043098069
## demo$ethnicity8 -0.04696489 -0.04213561 -0.047273027 -0.05400597 -0.034551182
## demo$ethnicity9 -0.04691172 -0.07512653 -0.071486973 -0.01555529 -0.071031089
##                           20           21           22            23
## (Intercept)      0.212127637  0.152651134  0.152938369  0.1218447402
## demo$ethnicity1  0.048590141 -0.006526451  0.018048328 -0.0043609320
## demo$ethnicity2  0.018595543  0.086824915  0.052121155  0.0717329541
## demo$ethnicity3  0.045015220 -0.052651134  0.004956368 -0.0486740084
## demo$ethnicity4 -0.014140607  0.033730573  0.024300537  0.0467483806
## demo$ethnicity5 -0.018695068 -0.027316966 -0.042780051 -0.0008437892
## demo$ethnicity6 -0.008337545  0.028229172  0.013693446  0.0296471509
## demo$ethnicity7 -0.012127637 -0.009793991 -0.001423217 -0.0107336290
## demo$ethnicity8 -0.053174367 -0.022792173 -0.036244469 -0.0757172940
## demo$ethnicity9  0.005424725 -0.054783023 -0.036164452 -0.0519560762
##                            24          25           26           27
## (Intercept)      1.892869e-01  0.14188966  0.173445709  0.117095499
## demo$ethnicity1  1.221827e-03 -0.02440585 -0.087366399 -0.016030798
## demo$ethnicity2  3.485925e-02  0.07913165  0.116280824  0.073502792
## demo$ethnicity3 -9.766884e-05 -0.01993844 -0.109615922 -0.069476451
## demo$ethnicity4  1.784785e-02  0.02759341  0.050127202  0.052902272
## demo$ethnicity5 -4.531616e-02 -0.03891596 -0.013262133 -0.007136834
## demo$ethnicity6  1.440699e-02  0.02559046  0.036256866  0.037433079
## demo$ethnicity7  6.071314e-02  0.02477701  0.017030481  0.018039636
## demo$ethnicity8 -3.870268e-02 -0.04263216 -0.008974375 -0.062514602
## demo$ethnicity9 -4.082747e-02 -0.05950099 -0.068098762 -0.073794999
##                           28           29           30          31           32
## (Intercept)      0.224619345  0.130654437  0.278428215  0.26239237  0.117095499
## demo$ethnicity1  0.049891536  0.009985411  0.046122050  0.06215790 -0.016030798
## demo$ethnicity2  0.056211594  0.070103139 -0.005048585  0.01098726  0.073502792
## demo$ethnicity3  0.032523513 -0.002449309  0.054905119  0.07094097 -0.069476451
## demo$ethnicity4  0.010638948  0.029251303 -0.023168050 -0.03993643  0.052902272
## demo$ethnicity5 -0.008440985 -0.024430814 -0.028350990 -0.01302739 -0.007136834
## demo$ethnicity6  0.001221395  0.017854661 -0.022422875 -0.01777663  0.037433079
## demo$ethnicity7 -0.091286011 -0.013007378  0.007286071 -0.04810665  0.018039636
## demo$ethnicity8 -0.042677569 -0.064954972 -0.016477350 -0.02343001 -0.062514602
## demo$ethnicity9 -0.007066983 -0.043863699  0.017069097  0.03310495 -0.073794999
##                           33          34           35           36          37
## (Intercept)      0.436392465  0.22913491  0.142010528  0.209825378  0.14188966
## demo$ethnicity1  0.077270461  0.05541219  0.016854956  0.037099296 -0.02440585
## demo$ethnicity2 -0.066130481  0.02242377  0.047423996  0.020897802  0.07913165
## demo$ethnicity3  0.080848914  0.06498273  0.015884209  0.047317479 -0.01993844
## demo$ethnicity4 -0.053393517 -0.01908151  0.021958423 -0.011838348  0.02759341
## demo$ethnicity5  0.001795399 -0.02115024 -0.038025050 -0.031992153 -0.03891596
## demo$ethnicity6 -0.021339175 -0.01298274  0.010440396 -0.010950654  0.02559046
## demo$ethnicity7 -0.019725799 -0.05672112  0.009504623 -0.009825378  0.02477701
## demo$ethnicity8  0.001202811 -0.03151587 -0.065757805 -0.029366731 -0.04263216
## demo$ethnicity9  0.049362521  0.02618033 -0.025236612  0.007726984 -0.05950099
##                          38           39           40          41          42
## (Intercept)      0.13092703  0.120848287  0.157999716  0.16125988  0.16125988
## demo$ethnicity1 -0.02986233 -0.003364479  0.032912195 -0.06981234 -0.06981234
## demo$ethnicity2  0.08531228  0.073857227  0.050017362  0.09659682  0.09659682
## demo$ethnicity3 -0.08330799 -0.047677556  0.031189474 -0.07035079 -0.07035079
## demo$ethnicity4  0.04462629  0.048784721  0.016938019  0.03710285  0.03710285
## demo$ethnicity5 -0.02585932 -0.012732490 -0.028604883 -0.04237275 -0.04237275
## demo$ethnicity6  0.02761576  0.033505396  0.009269601  0.02183745  0.02183745
## demo$ethnicity7  0.05826215 -0.009737176 -0.032999716  0.06950935  0.06950935
## demo$ethnicity8 -0.04213561 -0.056702823 -0.069324949 -0.02688227 -0.02688227
## demo$ethnicity9 -0.07512653 -0.063780136 -0.009540332 -0.06074128 -0.06074128
##                           43          44           45           46
## (Intercept)      0.136644612  0.12562084  0.339186582  0.157999716
## demo$ethnicity1  0.003638729 -0.00268944  0.073496264  0.032912195
## demo$ethnicity2  0.050224074  0.07212229 -0.019186582  0.050017362
## demo$ethnicity3 -0.008439484 -0.02562084  0.080168256  0.031189474
## demo$ethnicity4  0.029610334  0.03638486 -0.054695373  0.016938019
## demo$ethnicity5 -0.043941388 -0.03051570 -0.007058966 -0.028604883
## demo$ethnicity6  0.019544349  0.02647858 -0.030158506  0.009269601
## demo$ethnicity7  0.039825976  0.01723630 -0.031494275 -0.032999716
## demo$ethnicity8 -0.051897528 -0.05143210 -0.008305356 -0.069324949
## demo$ethnicity9 -0.049853874 -0.06724465  0.044926718 -0.009540332
##                            47            48           49          50
## (Intercept)      0.5447146190  1.428078e-01  0.184188872  0.15880698
## demo$ethnicity1  0.0668393443  3.316909e-03  0.027284725  0.03210493
## demo$ethnicity2 -0.1220955714  5.374300e-02  0.043323090  0.04921009
## demo$ethnicity3  0.0849150106 -4.280777e-02  0.038033351  0.03038220
## demo$ethnicity4 -0.0437933985  3.662999e-02  0.002089321  0.01613075
## demo$ethnicity5  0.0182528662  2.182349e-03 -0.034713500 -0.03658061
## demo$ethnicity6 -0.0256238131  1.857174e-02  0.003002882  0.00408233
## demo$ethnicity7  0.0007399265  4.936951e-05 -0.022898549 -0.03380698
## demo$ethnicity8  0.0182943527 -6.752971e-02 -0.040643120 -0.04993020
## demo$ethnicity9  0.0588110220 -4.493966e-02 -0.002192437 -0.01034760
##                           51          52            53          54          55
## (Intercept)      0.173445709  0.23240434  0.2332812009  0.16481842  0.14657491
## demo$ethnicity1 -0.087366399  0.06642848  0.0269768066 -0.08250881  0.01759435
## demo$ethnicity2  0.116280824  0.01915435  0.0130669791  0.10711422  0.05544529
## demo$ethnicity3 -0.109615922  0.06171331  0.0238616562 -0.12134015 -0.01836978
## demo$ethnicity4  0.050127202 -0.02235093 -0.0221768875  0.04916720  0.03873803
## demo$ethnicity5 -0.013262133 -0.01618922 -0.0092419467 -0.02442865 -0.01621527
## demo$ethnicity6  0.036256866 -0.01605609 -0.0032678147  0.03407488  0.02635007
## demo$ethnicity7  0.017030481 -0.05999055  0.0333854657  0.05469378 -0.02892785
## demo$ethnicity8 -0.008974375 -0.03478529 -0.0513394250 -0.02022967 -0.06067343
## demo$ethnicity9 -0.068098762  0.02291091 -0.0005773239 -0.05721329 -0.03273739
##                           56          57           58           59           60
## (Intercept)      0.215407539  0.14676768  0.132461885  0.117095499  0.432389976
## demo$ethnicity1  0.017724032  0.02459781 -0.009866614 -0.016030798  0.063881646
## demo$ethnicity2  0.032557020  0.07257756  0.050575373  0.073502792 -0.062127991
## demo$ethnicity3  0.041735318  0.01112706 -0.032461885 -0.069476451  0.084851404
## demo$ethnicity4  0.002342336  0.02393528  0.034620671  0.052902272 -0.063279917
## demo$ethnicity5 -0.021364470 -0.02266329 -0.037206789 -0.007136834  0.005797889
## demo$ethnicity6  0.012387764  0.01192258  0.024139601  0.037433079 -0.017336685
## demo$ethnicity7 -0.015407539 -0.05585859  0.067538115  0.018039636 -0.015723309
## demo$ethnicity8 -0.056454269 -0.04968162 -0.058273145 -0.062514602  0.005205301
## demo$ethnicity9  0.002144823 -0.02999376 -0.060927800 -0.073794999  0.053365010
##                          61          62           63           64          65
## (Intercept)      0.12562084  0.12173516  0.130654437  0.216255553  0.15880698
## demo$ethnicity1 -0.00268944 -0.01567993  0.009985411  0.016876018  0.03210493
## demo$ethnicity2  0.07212229  0.07184253  0.070103139  0.031709006  0.04921009
## demo$ethnicity3 -0.02562084 -0.04856443 -0.002449309  0.040887304  0.03038220
## demo$ethnicity4  0.03638486  0.04101001  0.029251303  0.001494322  0.01613075
## demo$ethnicity5 -0.03051570 -0.02431702 -0.024430814 -0.029875319 -0.03658061
## demo$ethnicity6  0.02647858  0.03073344  0.017854661  0.006805377  0.00408233
## demo$ethnicity7  0.01723630  0.04493150 -0.013007378 -0.016255553 -0.03380698
## demo$ethnicity8 -0.05143210 -0.05758970 -0.064954972 -0.035796907 -0.04993020
## demo$ethnicity9 -0.06724465 -0.07750439 -0.043863699  0.001296809 -0.01034760
##                            66          67           68           69
## (Intercept)      0.2873973670  0.16481842  0.152881903  0.227472649
## demo$ethnicity1  0.0519677123 -0.08250881  0.018483581  0.032785359
## demo$ethnicity2 -0.0140177374  0.10711422  0.050838335  0.037733290
## demo$ethnicity3  0.0459359663 -0.12134015  0.005012834  0.029670208
## demo$ethnicity4  0.0006670302  0.04916720  0.017821055  0.011797537
## demo$ethnicity5 -0.0287731342 -0.02442865 -0.021833072  0.001404124
## demo$ethnicity6 -0.0203945848  0.03407488  0.005673130  0.014493844
## demo$ethnicity7 -0.0016830813  0.05469378 -0.001366752 -0.094139316
## demo$ethnicity8 -0.0254465026 -0.02022967 -0.055795846 -0.045530873
## demo$ethnicity9  0.0080999448 -0.05721329 -0.036107986  0.020410595
##                           70            71           72           73
## (Intercept)      0.205775041  0.2639348625  0.136644612  0.141354552
## demo$ethnicity1  0.032365223  0.0486910639  0.003638729  0.023171214
## demo$ethnicity2  0.053555102  0.0233381112  0.050224074  0.074554539
## demo$ethnicity3  0.016447181  0.0301827846 -0.008439484 -0.013149424
## demo$ethnicity4  0.016254541 -0.0075461789  0.029610334  0.037609182
## demo$ethnicity5 -0.019242361 -0.0232914615 -0.043941388 -0.004208513
## demo$ethnicity6  0.002663347 -0.0007182205  0.019544349  0.019815388
## demo$ethnicity7 -0.044484719 -0.0225555521  0.039825976 -0.082531022
## demo$ethnicity8 -0.040007067 -0.0202840688 -0.051897528 -0.055453066
## demo$ethnicity9 -0.023778606 -0.0086196132 -0.049853874 -0.027517030
##                           74           75           76          77          78
## (Intercept)      0.187842477  0.173445709  0.132563891  0.14657491  0.15055845
## demo$ethnicity1  0.036964453 -0.087366399  0.001796085  0.01759435 -0.06373902
## demo$ethnicity2  0.039669484  0.116280824  0.050473366  0.05544529  0.10264668
## demo$ethnicity3  0.034379745 -0.109615922 -0.032563891 -0.01836978 -0.12833622
## demo$ethnicity4  0.017759387  0.050127202  0.040524671  0.03873803  0.04844612
## demo$ethnicity5 -0.030959699 -0.013262133 -0.013077677 -0.01621527 -0.01599669
## demo$ethnicity6  0.004222747  0.036256866  0.023001360  0.02635007  0.03898562
## demo$ethnicity7 -0.026552155  0.017030481  0.010293252 -0.02892785  0.04944155
## demo$ethnicity8 -0.065130059 -0.008974375 -0.076893670 -0.06067343 -0.02682317
## demo$ethnicity9 -0.005846043 -0.068098762 -0.034695780 -0.03273739 -0.06358825
##                           79           80           81          82           83
## (Intercept)      0.202241115  0.142770199  0.142770199  0.16926878  0.202241115
## demo$ethnicity1  0.044683559 -0.004872954 -0.004872954  0.03414313  0.044683559
## demo$ethnicity2  0.045723444  0.065093209  0.065093209  0.05487733  0.045723444
## demo$ethnicity3  0.054901742 -0.020818980 -0.020818980  0.01992041  0.054901742
## demo$ethnicity4 -0.004254086  0.044414774  0.044414774  0.01934741 -0.004254086
## demo$ethnicity5 -0.024407890 -0.012418282 -0.012418282 -0.03352474 -0.024407890
## demo$ethnicity6  0.001535570  0.029814669  0.029814669  0.01262660  0.001535570
## demo$ethnicity7 -0.068907782 -0.031659088 -0.031659088 -0.04426878 -0.068907782
## demo$ethnicity8 -0.043287845 -0.043512700 -0.043512700 -0.03888662 -0.043287845
## demo$ethnicity9  0.015311246 -0.060044153 -0.060044153 -0.02080939  0.015311246
##                            84           85           86           87
## (Intercept)      1.428078e-01  0.207860705  0.142010528  0.188060668
## demo$ethnicity1  3.316909e-03  0.016516118  0.016854956  0.027851242
## demo$ethnicity2  5.374300e-02  0.036317924  0.047423996  0.052214474
## demo$ethnicity3 -4.280777e-02  0.014361518  0.015884209  0.001128521
## demo$ethnicity4  3.662999e-02  0.001789651  0.021958423  0.020769916
## demo$ethnicity5  2.182349e-03 -0.036211526 -0.038025050 -0.011858352
## demo$ethnicity6  1.857174e-02  0.008777327  0.010440396  0.020147894
## demo$ethnicity7  4.936951e-05  0.017945747  0.009504623 -0.063060668
## demo$ethnicity8 -6.752971e-02 -0.021259397 -0.065757805 -0.036173129
## demo$ethnicity9 -4.493966e-02 -0.025864270 -0.025236612 -0.011006513
##                            88          89           90           91          92
## (Intercept)      0.5447146190  0.15055845  0.339835748  0.137691650  0.14607637
## demo$ethnicity1  0.0668393443 -0.06373902  0.056847099  0.002591692 -0.04988077
## demo$ethnicity2 -0.1220955714  0.10264668 -0.019835748  0.047914410  0.09155357
## demo$ethnicity3  0.0849150106 -0.12833622  0.079519091 -0.009486522 -0.07630893
## demo$ethnicity4 -0.0437933985  0.04844612 -0.055994312  0.027406537  0.03593044
## demo$ethnicity5  0.0182528662 -0.01599669  0.001551128 -0.031309974 -0.03395385
## demo$ethnicity6 -0.0256238131  0.03898562 -0.019156635  0.015489659  0.02663949
## demo$ethnicity7  0.0007399265  0.04944155 -0.032143440  0.038778938  0.06444994
## demo$ethnicity8  0.0182943527 -0.02682317 -0.008954522 -0.071992184 -0.03390604
## demo$ethnicity9  0.0588110220 -0.06358825  0.044277552 -0.037387399 -0.06737428
##                          93          94          95           96          97
## (Intercept)      0.13673946  0.14171293  0.14143750  0.183361658  0.14092245
## demo$ethnicity1 -0.02456364 -0.02454659 -0.04524190  0.028111939 -0.04947491
## demo$ethnicity2  0.08056824  0.06502266  0.09619244  0.044150303  0.09254401
## demo$ethnicity3 -0.04150136 -0.06854220 -0.11818169  0.038860564 -0.09546790
## demo$ethnicity4  0.03980187  0.03858420  0.04612487  0.002916534  0.04721100
## demo$ethnicity5 -0.02136074 -0.03845434 -0.02427006 -0.026478880 -0.01734836
## demo$ethnicity6  0.03242695  0.02113636  0.03401434  0.008380360  0.03306341
## demo$ethnicity7 -0.00160432  0.08050929  0.06908882 -0.022071336  0.03856473
## demo$ethnicity8 -0.04794803 -0.04245543 -0.02926717 -0.060649240 -0.03908452
## demo$ethnicity9 -0.05622820 -0.05900376 -0.07464017 -0.001365223 -0.06393652
##                           98           99         100         101           102
## (Intercept)      0.148953491  0.259242984  0.20364174  0.23510903  0.1522624913
## demo$ethnicity1 -0.033058191  0.039097229 -0.05250714  0.04943808  0.0001420625
## demo$ethnicity2  0.088676446  0.028029990  0.07113896  0.03430680  0.0636465996
## demo$ethnicity3 -0.032674422  0.034874663 -0.08169052  0.05900862 -0.0240573631
## demo$ethnicity4  0.049214935 -0.012955310  0.05125291 -0.01495461  0.0376224198
## demo$ethnicity5  0.001310719 -0.026830035 -0.03246781 -0.01823547 -0.0328358923
## demo$ethnicity6  0.027356516  0.002896304  0.02954158 -0.00315657  0.0223241342
## demo$ethnicity7 -0.043690334 -0.017863673  0.07413604 -0.06269523  0.0242080969
## demo$ethnicity8 -0.053877177 -0.015592190 -0.03117697 -0.03748998 -0.0473133864
## demo$ethnicity9 -0.058041761 -0.003927734 -0.06995415  0.02020622 -0.0654717532
##                          103          104         105          106
## (Intercept)      0.137691650  0.136644612  0.15137813  0.432389976
## demo$ethnicity1  0.002591692  0.003638729 -0.06455871  0.063881646
## demo$ethnicity2  0.047914410  0.050224074  0.10182700 -0.062127991
## demo$ethnicity3 -0.009486522 -0.008439484 -0.12915591  0.084851404
## demo$ethnicity4  0.027406537  0.029610334  0.05774835 -0.063279917
## demo$ethnicity5 -0.031309974 -0.043941388 -0.01669893  0.005797889
## demo$ethnicity6  0.015489659  0.019544349  0.03524894 -0.017336685
## demo$ethnicity7  0.038778938  0.039825976  0.04862187 -0.015723309
## demo$ethnicity8 -0.071992184 -0.051897528 -0.02764285  0.005205301
## demo$ethnicity9 -0.037387399 -0.049853874 -0.06440793  0.053365010
##                           107          108         109          110         111
## (Intercept)      0.1517791326  0.266757827  0.18399326  0.184188872  0.15880698
## demo$ethnicity1 -0.0117556419  0.057792438 -0.02588535  0.027284725  0.03210493
## demo$ethnicity2  0.0681143511  0.006621803  0.03535198  0.043323090  0.04921009
## demo$ethnicity3 -0.0786084009  0.066575507 -0.02609852  0.038033351  0.03038220
## demo$ethnicity4  0.0405387926 -0.011497662  0.02272875  0.002089321  0.01613075
## demo$ethnicity5 -0.0001478099 -0.017392853 -0.03150310 -0.034713500 -0.03658061
## demo$ethnicity6  0.0157722923 -0.022355215  0.02760182  0.003002882  0.00408233
## demo$ethnicity7  0.0148875341 -0.052472112  0.08873401 -0.022898549 -0.03380698
## demo$ethnicity8 -0.0514920323 -0.027795468 -0.04646603 -0.040643120 -0.04993020
## demo$ethnicity9 -0.0434120611  0.028739485 -0.05333046 -0.002192437 -0.01034760
##                          112         113          114           115
## (Intercept)      0.136430217  0.12173516  0.196370172  0.5447146190
## demo$ethnicity1 -0.036287025 -0.01567993  0.015103425  0.0668393443
## demo$ethnicity2  0.097036240  0.07184253  0.031141789 -0.1220955714
## demo$ethnicity3 -0.090975672 -0.04856443  0.025852050  0.0849150106
## demo$ethnicity4  0.057123286  0.04101001  0.009231692 -0.0437933985
## demo$ethnicity5  0.002535890 -0.02431702 -0.038919776  0.0182528662
## demo$ethnicity6  0.036602191  0.03073344  0.004577238 -0.0256238131
## demo$ethnicity7 -0.008225089  0.04493150  0.029436279  0.0007399265
## demo$ethnicity8 -0.034592289 -0.05758970 -0.052824421  0.0182943527
## demo$ethnicity9 -0.082976959 -0.07750439 -0.014373737  0.0588110220
##                          116         117          118          119          120
## (Intercept)      0.339022229  0.15055845  0.181274296  0.175661177  0.392429207
## demo$ethnicity1  0.040342850 -0.06373902  0.016536979  0.049145754  0.052298066
## demo$ethnicity2  0.004727771  0.10264668  0.047261058  0.051850785 -0.047699862
## demo$ethnicity3  0.054917164 -0.12833622 -0.001787116  0.046561045  0.074237460
## demo$ethnicity4 -0.008886983  0.04844612  0.027945885  0.010617016 -0.002682398
## demo$ethnicity5  0.034038924 -0.01599669  0.012432237 -0.026753423 -0.009333453
## demo$ethnicity6 -0.007853524  0.03898562  0.013825888  0.002648391 -0.024777227
## demo$ethnicity7 -0.124736515  0.04944155 -0.063627237 -0.078886983 -0.032429207
## demo$ethnicity8 -0.006183273 -0.02682317 -0.057152772 -0.052948759 -0.010255825
## demo$ethnicity9  0.021058416 -0.06358825 -0.026876477  0.006335258  0.040703433
##                         121         122          123         124         125
## (Intercept)      0.12562084  0.12173516  0.173445709  0.34236705  0.13629570
## demo$ethnicity1 -0.00268944 -0.01567993 -0.087366399  0.07031579  0.00982898
## demo$ethnicity2  0.07212229  0.07184253  0.116280824 -0.02236705  0.07496095
## demo$ethnicity3 -0.02562084 -0.04856443 -0.109615922  0.07698778 -0.03629570
## demo$ethnicity4  0.03638486  0.04101001  0.050127202 -0.03318449  0.04314207
## demo$ethnicity5 -0.03051570 -0.02431702 -0.013262133 -0.01023944  0.00869442
## demo$ethnicity6  0.02647858  0.03073344  0.036256866 -0.03475984  0.02914061
## demo$ethnicity7  0.01723630  0.04493150  0.017030481 -0.03467475 -0.05058142
## demo$ethnicity8 -0.05143210 -0.05758970 -0.008974375 -0.01148583 -0.07953616
## demo$ethnicity9 -0.06724465 -0.07750439 -0.068098762  0.04174625 -0.03842759
##                          126         127           128          129
## (Intercept)      0.147334314  0.34299002  0.5447146190  0.173445709
## demo$ethnicity1 -0.012638203  0.06969283  0.0668393443 -0.087366399
## demo$ethnicity2  0.077435853 -0.02299002 -0.1220955714  0.116280824
## demo$ethnicity3  0.002665686  0.07636482  0.0849150106 -0.109615922
## demo$ethnicity4  0.020519341 -0.04615313 -0.0437933985  0.050127202
## demo$ethnicity5 -0.033261205 -0.01086240  0.0182528662 -0.013262133
## demo$ethnicity6  0.017236975 -0.01736226 -0.0256238131  0.036256866
## demo$ethnicity7 -0.004477171 -0.03529771  0.0007399265  0.017030481
## demo$ethnicity8 -0.055601714 -0.01210879  0.0182943527 -0.008974375
## demo$ethnicity9 -0.036645690  0.04112328  0.0588110220 -0.068098762
##                          130          131          132          133         134
## (Intercept)      0.126089179  0.342743228  0.212127637  0.164892535  0.14143750
## demo$ethnicity1 -0.029893579  0.069939618  0.048590141 -0.074249595 -0.04524190
## demo$ethnicity2  0.086540758 -0.022743228  0.018595543  0.107040103  0.09619244
## demo$ethnicity3 -0.102833365  0.076611610  0.045015220 -0.077936013 -0.11818169
## demo$ethnicity4  0.056053132 -0.058901792 -0.014140607  0.049093084  0.04612487
## demo$ethnicity5 -0.009050791 -0.001356352 -0.018695068 -0.014513992 -0.02427006
## demo$ethnicity6  0.034201593 -0.016181762 -0.008337545  0.030582586  0.03401434
## demo$ethnicity7  0.031805557 -0.035050921 -0.012127637  0.005839172  0.06908882
## demo$ethnicity8 -0.047273027 -0.011862002 -0.053174367 -0.020303791 -0.02926717
## demo$ethnicity9 -0.071486973  0.041370072  0.005424725 -0.068651051 -0.07464017
##                         135         136         137          138          139
## (Intercept)      0.12562084  0.14279294  0.17041206  0.140584738  0.227427425
## demo$ethnicity1 -0.00268944 -0.01419802 -0.08359264  0.023941028  0.019037479
## demo$ethnicity2  0.07212229  0.06507047  0.10660259  0.075324353  0.037778513
## demo$ethnicity3 -0.02562084 -0.06962220 -0.10374539 -0.012379610  0.029715432
## demo$ethnicity4  0.03638486  0.04439204  0.03859138  0.038378996  0.004898316
## demo$ethnicity5 -0.03051570 -0.02369458 -0.04044144  0.003295308 -0.026650349
## demo$ethnicity6  0.02647858  0.03378524  0.02801068  0.024660381  0.015974829
## demo$ethnicity7  0.01723630  0.02387373  0.07958794 -0.081761208 -0.027427425
## demo$ethnicity8 -0.05143210 -0.04353544 -0.01491274 -0.073730871 -0.023980273
## demo$ethnicity9 -0.06724465 -0.04724638 -0.06045032 -0.026747216 -0.009875063
##                         140         141          142          143         144
## (Intercept)      0.14607637  0.12750383  0.136644612  0.137712422  0.13092703
## demo$ethnicity1 -0.04988077 -0.01033749  0.003638729 -0.025536610 -0.02986233
## demo$ethnicity2  0.09155357  0.05291597  0.050224074  0.078526894  0.08531228
## demo$ethnicity3 -0.07630893 -0.05433310 -0.008439484 -0.042474327 -0.08330799
## demo$ethnicity4  0.03593044  0.04709529  0.029610334  0.037840905  0.04462629
## demo$ethnicity5 -0.03395385 -0.01924559 -0.043941388 -0.009811657 -0.02585932
## demo$ethnicity6  0.02663949  0.03119339  0.019544349  0.028659956  0.02761576
## demo$ethnicity7  0.06444994  0.03916283  0.039825976 -0.002577287  0.05826215
## demo$ethnicity8 -0.03390604 -0.06335837 -0.051897528 -0.066464858 -0.04213561
## demo$ethnicity9 -0.06737428 -0.05761517 -0.049853874 -0.044701165 -0.07512653
##                          145         146          147          148         149
## (Intercept)      0.384945963  0.17752643  0.207860705  0.386281625  0.15672654
## demo$ethnicity1  0.076447976  0.01298225  0.016516118  0.058445648 -0.06527900
## demo$ethnicity2 -0.040216618  0.04661968  0.036317924 -0.041552280  0.10113016
## demo$ethnicity3  0.081720703  0.01166276  0.014361518  0.080385042 -0.11127199
## demo$ethnicity4 -0.046760520  0.01108976  0.001789651 -0.061894293  0.04705624
## demo$ethnicity5 -0.001850210 -0.04125329 -0.036211526  0.006475965 -0.03290635
## demo$ethnicity6 -0.041046586  0.01292793  0.008777327 -0.011119520  0.02904459
## demo$ethnicity7 -0.024945963  0.00997357  0.017945747 -0.026281625  0.07404269
## demo$ethnicity8 -0.002772581 -0.02694225 -0.021259397 -0.004108242 -0.02234893
## demo$ethnicity9  0.048186677 -0.02906705 -0.025864270  0.046851015 -0.06783585
##                          150           151          152           153
## (Intercept)      0.203065753  0.2549312335  0.127963947  0.2406594066
## demo$ethnicity1 -0.033747794  0.0581873037 -0.031768347  0.0438877021
## demo$ethnicity2  0.062244954  0.0306136296  0.084665990  0.0108992814
## demo$ethnicity3 -0.053065753  0.0391864135 -0.104708133  0.0534582405
## demo$ethnicity4  0.036413440  0.0041510527  0.054178364 -0.0306059969
## demo$ethnicity5 -0.024518574  0.0010102542 -0.006009696 -0.0158493389
## demo$ethnicity6 -0.003218325 -0.0162075202  0.043602805 -0.0097692212
## demo$ethnicity7  0.054077104 -0.0825174404  0.029930790  0.0007199037
## demo$ethnicity8 -0.036055090 -0.0335026621 -0.049147795 -0.0430403590
## demo$ethnicity9 -0.039727314  0.0003840157 -0.073361741  0.0146558427
##                         154          155           156          157
## (Intercept)      0.13602682  0.127963947  0.5447146190  0.173445709
## demo$ethnicity1  0.01009786 -0.031768347  0.0668393443 -0.087366399
## demo$ethnicity2  0.07642220  0.084665990 -0.1220955714  0.116280824
## demo$ethnicity3 -0.03602682 -0.104708133  0.0849150106 -0.109615922
## demo$ethnicity4  0.04450693  0.054178364 -0.0437933985  0.050127202
## demo$ethnicity5 -0.01084260 -0.006009696  0.0182528662 -0.013262133
## demo$ethnicity6  0.02840421  0.043602805 -0.0256238131  0.036256866
## demo$ethnicity7 -0.05031253  0.029930790  0.0007399265  0.017030481
## demo$ethnicity8 -0.04223024 -0.049147795  0.0182943527 -0.008974375
## demo$ethnicity9 -0.05131660 -0.073361741  0.0588110220 -0.068098762
##                          158         159           160          161         162
## (Intercept)      0.173445709  0.14693468  0.2710901632  0.157999716  0.14143750
## demo$ethnicity1 -0.087366399 -0.05073908  0.0386452866  0.032912195 -0.04524190
## demo$ethnicity2  0.116280824  0.09069526  0.0208079850  0.050017362  0.09619244
## demo$ethnicity3 -0.109615922 -0.07716724  0.0622431702  0.031189474 -0.11818169
## demo$ethnicity4  0.050127202  0.04567819 -0.0047188876  0.016938019  0.04612487
## demo$ethnicity5 -0.013262133 -0.03468311 -0.0210129389 -0.028604883 -0.02427006
## demo$ethnicity6  0.036256866  0.02271313  0.0000837421  0.009269601  0.03401434
## demo$ethnicity7  0.017030481  0.06359163 -0.0568044489 -0.032999716  0.06908882
## demo$ethnicity8 -0.008974375 -0.03476435 -0.0321278044 -0.069324949 -0.02926717
## demo$ethnicity9 -0.068098762 -0.06823259  0.0244071487 -0.009540332 -0.07464017
##                          163           164          165         166         167
## (Intercept)      0.136389110  0.1421156293  0.130654437  0.13847521  0.19803355
## demo$ethnicity1 -0.044941570  0.0036729187  0.009985411 -0.03741051  0.03967661
## demo$ethnicity2  0.097077347  0.0556275103  0.070103139  0.07776411  0.04614508
## demo$ethnicity3 -0.136389110 -0.0421156293 -0.002449309 -0.04323711  0.02418868
## demo$ethnicity4  0.057164393  0.0434949783  0.029251303  0.04224608  0.00235755
## demo$ethnicity5 -0.007881967 -0.0102455142 -0.024430814 -0.03340750 -0.02695198
## demo$ethnicity6  0.040270542  0.0307556614  0.017854661  0.02566983  0.00897648
## demo$ethnicity7  0.043098069  0.0007415135 -0.013007378  0.05071398 -0.03674322
## demo$ethnicity8 -0.034551182 -0.0668375649 -0.064954972 -0.04968379 -0.03226557
## demo$ethnicity9 -0.071031089 -0.0442475183 -0.043863699 -0.07047959 -0.01603711
##                          168          169          170          171
## (Intercept)      0.152938369  0.306114191  0.157999716  0.201009293
## demo$ethnicity1  0.018048328  0.061057635  0.032912195  0.059708485
## demo$ethnicity2  0.052121155  0.009314633  0.050017362  0.029713887
## demo$ethnicity3  0.004956368  0.068885809  0.031189474  0.056133564
## demo$ethnicity4  0.024300537 -0.036452858  0.016938019 -0.003022263
## demo$ethnicity5 -0.042780051 -0.011621398 -0.028604883 -0.023786568
## demo$ethnicity6  0.013693446 -0.013508242  0.009269601 -0.011365338
## demo$ethnicity7 -0.001423217 -0.046854932 -0.032999716 -0.067675960
## demo$ethnicity8 -0.036244469 -0.022841908 -0.069324949 -0.042056023
## demo$ethnicity9 -0.036164452  0.032224704 -0.009540332  0.016543069
##                          172           173         174          175
## (Intercept)      0.142010528  0.2710901632  0.13346113  0.138262093
## demo$ethnicity1  0.016854956  0.0386452866 -0.03726553 -0.038118900
## demo$ethnicity2  0.047423996  0.0208079850  0.07916881  0.095204365
## demo$ethnicity3  0.015884209  0.0622431702 -0.06369369 -0.092807547
## demo$ethnicity4  0.021958423 -0.0047188876  0.05373169  0.055291410
## demo$ethnicity5 -0.038025050 -0.0210129389 -0.01642274  0.005514019
## demo$ethnicity6  0.010440396  0.0000837421  0.03230160  0.045782332
## demo$ethnicity7  0.009504623 -0.0568044489  0.02443361 -0.010056964
## demo$ethnicity8 -0.065757805 -0.0321278044 -0.05464498 -0.036424164
## demo$ethnicity9 -0.025236612  0.0244071487 -0.06695416 -0.084808834
##                          176          177          178         179
## (Intercept)      0.194993998  0.120848287  0.235284265  0.18399326
## demo$ethnicity1  0.029382825 -0.003364479  0.049262844 -0.02588535
## demo$ethnicity2  0.049184631  0.073857227  0.034131566  0.03535198
## demo$ethnicity3  0.027228224 -0.047677556  0.058833382 -0.02609852
## demo$ethnicity4  0.005397098  0.048784721 -0.004066834  0.02272875
## demo$ethnicity5 -0.031575271 -0.012732490 -0.026641158 -0.03150310
## demo$ethnicity6  0.011848440  0.033505396 -0.004032088  0.02760182
## demo$ethnicity7 -0.033703675 -0.009737176 -0.062870472  0.08873401
## demo$ethnicity8 -0.029226024 -0.056702823 -0.037665217 -0.04646603
## demo$ethnicity9 -0.012997563 -0.063780136  0.020030985 -0.05333046
##                           180         181         182          183          184
## (Intercept)      0.3825502655  0.17752643  0.12562084  0.136644612  0.152938369
## demo$ethnicity1  0.0621770073  0.01298225 -0.00268944  0.003638729  0.018048328
## demo$ethnicity2 -0.0378209207  0.04661968  0.07212229  0.050224074  0.052121155
## demo$ethnicity3  0.0841164012  0.01166276 -0.02562084 -0.008439484  0.004956368
## demo$ethnicity4 -0.0574367174  0.01108976  0.03638486  0.029610334  0.024300537
## demo$ethnicity5  0.0005454882 -0.04125329 -0.03051570 -0.043941388 -0.042780051
## demo$ethnicity6 -0.0258481204  0.01292793  0.02647858  0.019544349  0.013693446
## demo$ethnicity7 -0.0225502655  0.00997357  0.01723630  0.039825976 -0.001423217
## demo$ethnicity8 -0.0003768833 -0.02694225 -0.05143210 -0.051897528 -0.036244469
## demo$ethnicity9  0.0505823746 -0.02906705 -0.06724465 -0.049853874 -0.036164452
##                          185          186          187          188
## (Intercept)      0.187842477  0.208977364  0.126641957  0.160126923
## demo$ethnicity1  0.036964453  0.037947311 -0.003710552  0.010859773
## demo$ethnicity2  0.039669484  0.021745817  0.069908813  0.027968315
## demo$ethnicity3  0.034379745  0.048165494 -0.026641957 -0.002232187
## demo$ethnicity4  0.017759387 -0.010990334  0.034267759  0.015889240
## demo$ethnicity5 -0.030959699 -0.023481303 -0.018266854 -0.028911258
## demo$ethnicity6  0.004222747 -0.005368267  0.022524548  0.003283385
## demo$ethnicity7 -0.026552155 -0.008977364  0.016215185  0.051994289
## demo$ethnicity8 -0.065130059 -0.050024093 -0.070971736 -0.063040867
## demo$ethnicity9 -0.005846043  0.008574998 -0.055107873 -0.029464118
##                          189         190           191          192         193
## (Intercept)      0.141354552  0.15880698  0.5447146190  0.161891091  0.15137813
## demo$ethnicity1  0.023171214  0.03210493  0.0668393443  0.002278169 -0.06455871
## demo$ethnicity2  0.074554539  0.04921009 -0.1220955714  0.067906889  0.10182700
## demo$ethnicity3 -0.013149424  0.03038220  0.0849150106 -0.033685963 -0.12915591
## demo$ethnicity4  0.037609182  0.01613075 -0.0437933985  0.022628198  0.05774835
## demo$ethnicity5 -0.004208513 -0.03658061  0.0182528662 -0.009101583 -0.01669893
## demo$ethnicity6  0.019815388  0.00408233 -0.0256238131  0.027398816  0.03524894
## demo$ethnicity7 -0.082531022 -0.03380698  0.0007399265  0.014579498  0.04862187
## demo$ethnicity8 -0.055453066 -0.04993020  0.0182943527 -0.055787585 -0.02764285
## demo$ethnicity9 -0.027517030 -0.01034760  0.0588110220 -0.061586839 -0.06440793
##                         194          195          196         197           198
## (Intercept)      0.14092245  0.259067745  0.299609382  0.15529455  0.1821764298
## demo$ethnicity1 -0.04947491  0.039272467  0.067562444 -0.01536771  0.0426305007
## demo$ethnicity2  0.09254401  0.028205229 -0.003411327  0.04546303  0.0286688653
## demo$ethnicity3 -0.09546790  0.035049902  0.075390618 -0.02708942  0.0400457924
## demo$ethnicity4  0.04721100 -0.023843083 -0.041059160  0.02268879  0.0041017629
## demo$ethnicity5 -0.01734836 -0.018424344 -0.014778424 -0.03570990 -0.0258612686
## demo$ethnicity6  0.03306341  0.003771823 -0.024358347  0.02370256 -0.0040224793
## demo$ethnicity7  0.03856473 -0.017688435 -0.040350123  0.07999957 -0.0208861072
## demo$ethnicity8 -0.03908452 -0.015416951 -0.016337099 -0.05034545 -0.0594640115
## demo$ethnicity9 -0.06393652 -0.003752496  0.038729513 -0.05499030 -0.0001799949
##                         199         200          201         202         203
## (Intercept)      0.12173516  0.14143750  0.163688811  0.15880698  0.12562084
## demo$ethnicity1 -0.01567993 -0.04524190  0.022357758  0.03210493 -0.00268944
## demo$ethnicity2  0.07184253  0.09619244  0.066109169  0.04921009  0.07212229
## demo$ethnicity3 -0.04856443 -0.11818169  0.015798368  0.03038220 -0.02562084
## demo$ethnicity4  0.04101001  0.04612487  0.033802974  0.01613075  0.03638486
## demo$ethnicity5 -0.02431702 -0.02427006  0.003599258 -0.03658061 -0.03051570
## demo$ethnicity6  0.03073344  0.03401434  0.020783270  0.00408233  0.02647858
## demo$ethnicity7  0.04493150  0.06908882 -0.104865282 -0.03380698  0.01723630
## demo$ethnicity8 -0.05758970 -0.02926717 -0.059769307 -0.04993020 -0.05143210
## demo$ethnicity9 -0.07750439 -0.07464017 -0.022804506 -0.01034760 -0.06724465
##                          204          205          206          207         208
## (Intercept)      0.157999716  0.141354552  0.173445709  0.143633984  0.12750383
## demo$ethnicity1  0.032912195  0.023171214 -0.087366399 -0.043490792 -0.01033749
## demo$ethnicity2  0.050017362  0.074554539  0.116280824  0.089832473  0.05291597
## demo$ethnicity3  0.031189474 -0.013149424 -0.109615922 -0.052724893 -0.05433310
## demo$ethnicity4  0.016938019  0.037609182  0.050127202  0.054857790  0.04709529
## demo$ethnicity5 -0.028604883 -0.004208513 -0.013262133 -0.004667877 -0.01924559
## demo$ethnicity6  0.009269601  0.019815388  0.036256866  0.034746018  0.03119339
## demo$ethnicity7 -0.032999716 -0.082531022  0.017030481 -0.015428856  0.03916283
## demo$ethnicity8 -0.069324949 -0.055453066 -0.008974375 -0.041796056 -0.06335837
## demo$ethnicity9 -0.009540332 -0.027517030 -0.068098762 -0.078552818 -0.05761517
##                         209          210           211         212          213
## (Intercept)      0.16934975  0.194993998  0.1218447402  0.13296374  0.435636630
## demo$ethnicity1  0.01413694  0.029382825 -0.0043609320 -0.01169702  0.060634992
## demo$ethnicity2  0.06428120  0.049184631  0.0717329541  0.08327557 -0.065374646
## demo$ethnicity3 -0.01145501  0.027228224 -0.0486740084 -0.03772565  0.081604749
## demo$ethnicity4  0.03117820  0.005397098  0.0467483806  0.04828759 -0.053454676
## demo$ethnicity5 -0.01057636 -0.031575271 -0.0008437892  0.01107459  0.012652245
## demo$ethnicity6  0.01741785  0.011848440  0.0296471509  0.03234637 -0.021173049
## demo$ethnicity7 -0.01783460 -0.033703675 -0.0107336290 -0.05188266 -0.018969963
## demo$ethnicity8 -0.07103820 -0.029226024 -0.0757172940 -0.06171618  0.001958646
## demo$ethnicity9 -0.03868695 -0.012997563 -0.0519560762 -0.06464761  0.050118356
##                           214          215         216           217
## (Intercept)      0.5447146190  0.204608531  0.15873994  0.3944546800
## demo$ethnicity1  0.0668393443  0.046434959 -0.01295139  0.0502725927
## demo$ethnicity2 -0.1220955714  0.022903431  0.06603022 -0.0288920020
## demo$ethnicity3  0.0849150106  0.017613692 -0.05873994  0.0722119866
## demo$ethnicity4 -0.0437933985  0.002516572  0.03271862 -0.0308516621
## demo$ethnicity5  0.0182528662  0.001109619 -0.02671988 -0.0007769157
## demo$ethnicity6 -0.0256238131  0.000906832  0.03058063 -0.0072732225
## demo$ethnicity7  0.0007399265 -0.043318208  0.04126006 -0.0344546800
## demo$ethnicity8  0.0182943527 -0.059673890 -0.04739950 -0.0122812978
## demo$ethnicity9  0.0588110220  0.006825134 -0.04771394  0.0386779600
##                           218          219          220          221
## (Intercept)      0.5447146190  0.130070304  0.117095499  0.132461885
## demo$ethnicity1  0.0668393443 -0.017894491 -0.016030798 -0.009866614
## demo$ethnicity2 -0.1220955714  0.087237389  0.073502792  0.050575373
## demo$ethnicity3  0.0849150106 -0.082451256 -0.069476451 -0.032461885
## demo$ethnicity4 -0.0437933985  0.052169024  0.052902272  0.034620671
## demo$ethnicity5  0.0182528662 -0.014556083 -0.007136834 -0.037206789
## demo$ethnicity6 -0.0256238131  0.030344306  0.037433079  0.024139601
## demo$ethnicity7  0.0007399265  0.005064831  0.018039636  0.067538115
## demo$ethnicity8  0.0182943527 -0.041278881 -0.062514602 -0.058273145
## demo$ethnicity9  0.0588110220 -0.061754169 -0.073794999 -0.060927800
##                          222         223         224           225         226
## (Intercept)      0.173445709  0.14092245  0.14060902  0.5447146190  0.16225607
## demo$ethnicity1 -0.087366399 -0.04947491 -0.03360261  0.0668393443  0.01658570
## demo$ethnicity2  0.116280824  0.09254401  0.09803443 -0.1220955714  0.09192586
## demo$ethnicity3 -0.109615922 -0.09546790 -0.11735320  0.0849150106 -0.01225607
## demo$ethnicity4  0.050127202  0.04721100  0.05344880 -0.0437933985  0.04265369
## demo$ethnicity5 -0.013262133 -0.01734836 -0.01323471  0.0182528662  0.01123908
## demo$ethnicity6  0.036256866  0.03306341  0.03670003 -0.0256238131  0.03076183
## demo$ethnicity7  0.017030481  0.03856473  0.01728572  0.0007399265 -0.13368464
## demo$ethnicity8 -0.008974375 -0.03908452 -0.02843869  0.0182943527 -0.03130778
## demo$ethnicity9 -0.068098762 -0.06393652 -0.06160205  0.0588110220 -0.05121183
##                          227          228          229          230
## (Intercept)      0.385632330  0.125722851  0.117095499  0.137691650
## demo$ethnicity1  0.059094943  0.008973260 -0.016030798  0.002591692
## demo$ethnicity2 -0.040902985  0.072020288  0.073502792  0.047914410
## demo$ethnicity3  0.081034337 -0.025722851 -0.069476451 -0.009486522
## demo$ethnicity4 -0.048173103  0.042288857  0.052902272  0.027406537
## demo$ethnicity5  0.007125260 -0.006386585 -0.007136834 -0.031309974
## demo$ethnicity6 -0.029464944  0.025340336  0.037433079  0.015489659
## demo$ethnicity7 -0.025632330 -0.040008566  0.018039636  0.038778938
## demo$ethnicity8 -0.003458948 -0.070052630 -0.062514602 -0.071992184
## demo$ethnicity9  0.047500310 -0.041012635 -0.073794999 -0.037387399
##                          231         232          233         234         235
## (Intercept)      0.431712267  0.15230144  0.254544725  0.13759619  0.15792990
## demo$ethnicity1  0.064559355 -0.04042593  0.058081201 -0.03653149 -0.04605438
## demo$ethnicity2 -0.061450283  0.07675839  0.014871106  0.07864313  0.07112993
## demo$ethnicity3  0.085529112 -0.10468239  0.039572922 -0.04235809 -0.06269180
## demo$ethnicity4 -0.048713319  0.04035340 -0.012151604  0.03225913  0.03989290
## demo$ethnicity5  0.006475598 -0.03651622  0.006238205 -0.03266398 -0.04717113
## demo$ethnicity6 -0.036739816  0.02787580 -0.008167642  0.02969840  0.01629667
## demo$ethnicity7 -0.015045600  0.09094180 -0.082130932  0.05159300  0.08531335
## demo$ethnicity8  0.005883009 -0.02929949 -0.033116154 -0.04880476 -0.03492795
## demo$ethnicity9  0.054042719 -0.05898530  0.032051072 -0.06960056 -0.05241864
##                          236         237          238          239
## (Intercept)      0.137691650  0.15242298  0.142010528  0.302408570
## demo$ethnicity1  0.002591692 -0.04024717  0.016854956  0.064763256
## demo$ethnicity2  0.047914410  0.08945736  0.047423996 -0.006210516
## demo$ethnicity3 -0.009486522 -0.05718488  0.015884209  0.072591430
## demo$ethnicity4  0.027406537  0.03955187  0.021958423 -0.032747237
## demo$ethnicity5 -0.031309974 -0.02927767 -0.038025050 -0.008688724
## demo$ethnicity6  0.015489659  0.01481406  0.010440396 -0.027603168
## demo$ethnicity7  0.038778938  0.03676621  0.009504623 -0.043149311
## demo$ethnicity8 -0.071992184 -0.04696489 -0.065757805 -0.019136287
## demo$ethnicity9 -0.037387399 -0.04691172 -0.025236612  0.035930325
##                           240          241          242          243
## (Intercept)      0.3421202664  0.137691650  0.299609382  0.433195957
## demo$ethnicity1  0.0705625802  0.002591692  0.067562444  0.063075665
## demo$ethnicity2 -0.0221202664  0.047914410 -0.003411327 -0.062933973
## demo$ethnicity3  0.0772345723 -0.009486522  0.075390618  0.084045422
## demo$ethnicity4 -0.0459331511  0.027406537 -0.041059160 -0.050197009
## demo$ethnicity5 -0.0007333906 -0.031309974 -0.014778424  0.004991907
## demo$ethnicity6 -0.0335793416  0.015489659 -0.024358347 -0.024678614
## demo$ethnicity7 -0.0344279587  0.038778938 -0.040350123 -0.016529290
## demo$ethnicity8 -0.0112390403 -0.071992184 -0.016337099  0.004399319
## demo$ethnicity9  0.0419930341 -0.037387399  0.038729513  0.052559029
##                         244           245         246           247
## (Intercept)      0.15588799  0.1812917113  0.19803355  0.3421202664
## demo$ethnicity1 -0.06444045  0.0043983518  0.03967661  0.0705625802
## demo$ethnicity2  0.10196871  0.0636577836  0.04614508 -0.0221202664
## demo$ethnicity3 -0.11043344 -0.0018045319  0.02418868  0.0772345723
## demo$ethnicity4  0.03753647  0.0290852281  0.00235755 -0.0459331511
## demo$ethnicity5 -0.03219085 -0.0008006664 -0.02695198 -0.0007333906
## demo$ethnicity6  0.03287377  0.0289961687  0.00897648 -0.0335793416
## demo$ethnicity7  0.07488124 -0.0636446525 -0.03674322 -0.0344279587
## demo$ethnicity8 -0.02151038 -0.0381225682 -0.03226557 -0.0112390403
## demo$ethnicity9 -0.06699730 -0.0404074060 -0.01603711  0.0419930341
##                          248         249         250          251         252
## (Intercept)      0.269401386  0.14760374  0.15057099  0.243867762  0.12173516
## demo$ethnicity1  0.040334064 -0.01324376 -0.03839518  0.054965061 -0.01567993
## demo$ethnicity2  0.022496762  0.06365292  0.09237773  0.025548069  0.07184253
## demo$ethnicity3  0.063931948 -0.04760374 -0.05533290  0.050249885 -0.04856443
## demo$ethnicity4 -0.025252332  0.04228893  0.03152589  0.018614700  0.04101001
## demo$ethnicity5 -0.010777153 -0.02641028 -0.04008323 -0.026994202 -0.02431702
## demo$ethnicity6  0.001576441  0.02683054  0.02260963 -0.002111384  0.03073344
## demo$ethnicity7 -0.055115672  0.05239626  0.03861820 -0.071453969  0.04493150
## demo$ethnicity8 -0.030439027 -0.05380715 -0.02756904 -0.046248714 -0.05758970
## demo$ethnicity9  0.026095926 -0.07606965 -0.05755973  0.011447487 -0.07750439
##                          253          254          255          256
## (Intercept)      0.195053730  0.136389110  0.142010528  0.126641957
## demo$ethnicity1  0.042656426 -0.044941570  0.016854956 -0.003710552
## demo$ethnicity2  0.049124899  0.097077347  0.047423996  0.069908813
## demo$ethnicity3  0.027168492 -0.136389110  0.015884209 -0.026641957
## demo$ethnicity4  0.012071373  0.057164393  0.021958423  0.034267759
## demo$ethnicity5 -0.004405823 -0.007881967 -0.038025050 -0.018266854
## demo$ethnicity6  0.010449662  0.040270542  0.010440396  0.022524548
## demo$ethnicity7 -0.098279536  0.043098069  0.009504623  0.016215185
## demo$ethnicity8 -0.050119089 -0.034551182 -0.065757805 -0.070971736
## demo$ethnicity9  0.016379935 -0.071031089 -0.025236612 -0.055107873
##                          257          258           259           260
## (Intercept)      0.350505012  0.226737534  0.1462526852  0.5447146190
## demo$ethnicity1  0.062177835  0.033520473 -0.0001280028  0.0668393443
## demo$ethnicity2 -0.010505012  0.038468405  0.0650039679 -0.1220955714
## demo$ethnicity3  0.068849827  0.030405323 -0.0462526852  0.0849150106
## demo$ethnicity4 -0.029626539 -0.004512803  0.0397858214 -0.0437933985
## demo$ethnicity5 -0.008276385 -0.025960458 -0.0209185178  0.0182528662
## demo$ethnicity6 -0.012506560  0.007601540  0.0155088072 -0.0256238131
## demo$ethnicity7 -0.042812704 -0.026737534 -0.0033955423  0.0007399265
## demo$ethnicity8 -0.019623786 -0.023290382 -0.0545200857  0.0182943527
## demo$ethnicity9  0.033608289 -0.009185172 -0.0220505478  0.0588110220
##                          261          262          263         264
## (Intercept)      0.136644612  0.299390056  0.299390056  0.12798590
## demo$ethnicity1  0.003638729  0.067781770  0.067781770 -0.02290141
## demo$ethnicity2  0.050224074 -0.003192001 -0.003192001  0.08464404
## demo$ethnicity3 -0.008439484  0.075609944  0.075609944 -0.05821846
## demo$ethnicity4  0.029610334 -0.053120535 -0.053120535  0.05415641
## demo$ethnicity5 -0.043941388 -0.005670209 -0.005670209  0.00467941
## demo$ethnicity6  0.019544349 -0.023294664 -0.023294664  0.03983924
## demo$ethnicity7  0.039825976 -0.040130797 -0.040130797 -0.02272274
## demo$ethnicity8 -0.051897528 -0.016117773 -0.016117773 -0.04916975
## demo$ethnicity9 -0.049853874  0.038948839  0.038948839 -0.08557882
##                           265          266          267          268
## (Intercept)      0.1319907775  0.164892535  0.152881903  0.120848287
## demo$ethnicity1 -0.0107240562 -0.074249595  0.018483581 -0.003364479
## demo$ethnicity2  0.0853169148  0.107040103  0.050838335  0.073857227
## demo$ethnicity3 -0.0367526822 -0.077936013  0.005012834 -0.047677556
## demo$ethnicity4  0.0502485498  0.049093084  0.017821055  0.048784721
## demo$ethnicity5 -0.0004744919 -0.014513992 -0.021833072 -0.012732490
## demo$ethnicity6  0.0361133597  0.030582586  0.005673130  0.033505396
## demo$ethnicity7 -0.0509096964  0.005839172 -0.001366752 -0.009737176
## demo$ethnicity8 -0.0431993545 -0.020303791 -0.055795846 -0.056702823
## demo$ethnicity9 -0.0761746424 -0.068651051 -0.036107986 -0.063780136
##                          269         270         271          272          273
## (Intercept)      0.184188872  0.12173516  0.12562084  0.339835748  0.132563891
## demo$ethnicity1  0.027284725 -0.01567993 -0.00268944  0.056847099  0.001796085
## demo$ethnicity2  0.043323090  0.07184253  0.07212229 -0.019835748  0.050473366
## demo$ethnicity3  0.038033351 -0.04856443 -0.02562084  0.079519091 -0.032563891
## demo$ethnicity4  0.002089321  0.04101001  0.03638486 -0.055994312  0.040524671
## demo$ethnicity5 -0.034713500 -0.02431702 -0.03051570  0.001551128 -0.013077677
## demo$ethnicity6  0.003002882  0.03073344  0.02647858 -0.019156635  0.023001360
## demo$ethnicity7 -0.022898549  0.04493150  0.01723630 -0.032143440  0.010293252
## demo$ethnicity8 -0.040643120 -0.05758970 -0.05143210 -0.008954522 -0.076893670
## demo$ethnicity9 -0.002192437 -0.07750439 -0.06724465  0.044277552 -0.034695780
##                         274          275          276          277
## (Intercept)      0.15672654  0.216255553  0.302015402  0.126089179
## demo$ethnicity1 -0.06527900  0.016876018  0.049771809 -0.029893579
## demo$ethnicity2  0.10113016  0.031709006 -0.005817347  0.086540758
## demo$ethnicity3 -0.11127199  0.040887304  0.072984598 -0.102833365
## demo$ethnicity4  0.04705624  0.001494322 -0.020658162  0.056053132
## demo$ethnicity5 -0.03290635 -0.029875319 -0.017184444 -0.009050791
## demo$ethnicity6  0.02904459  0.006805377 -0.015457326  0.034201593
## demo$ethnicity7  0.07404269 -0.016255553 -0.042756142  0.031805557
## demo$ethnicity8 -0.02234893 -0.035796907 -0.018743118 -0.047273027
## demo$ethnicity9 -0.06783585  0.001296809  0.036323493 -0.071486973
##                           278          279          280          281
## (Intercept)      0.1517791326  0.279209196  0.131542778  0.183003643
## demo$ethnicity1 -0.0117556419  0.030526254  0.002817198  0.041803287
## demo$ethnicity2  0.0681143511 -0.005829567  0.052686848  0.027841652
## demo$ethnicity3 -0.0786084009  0.054124137 -0.031542778  0.039218579
## demo$ethnicity4  0.0405387926 -0.012837921  0.042641769  0.003274550
## demo$ethnicity5 -0.0001478099 -0.029131972 -0.025326519 -0.034095889
## demo$ethnicity6  0.0157722923 -0.013382884  0.026955389 -0.009399957
## demo$ethnicity7  0.0148875341  0.006505090  0.011314364 -0.021713321
## demo$ethnicity8 -0.0514920323 -0.017258332 -0.057354039 -0.039457892
## demo$ethnicity9 -0.0434120611  0.016288116 -0.046832562 -0.001007208
##                         282          283          284          285          286
## (Intercept)      0.13284675  0.303007099  0.117095499  0.137712422  0.222459326
## demo$ethnicity1 -0.03178205  0.064164727 -0.016030798 -0.025536610  0.024465348
## demo$ethnicity2  0.08339256 -0.006809044  0.073502792  0.078526894  0.008263854
## demo$ethnicity3 -0.08522771  0.071992901 -0.069476451 -0.042474327  0.034683531
## demo$ethnicity4  0.04270657 -0.045041672  0.052902272  0.037840905 -0.004270276
## demo$ethnicity5 -0.02275259 -0.009287252 -0.007136834 -0.009811657 -0.036352765
## demo$ethnicity6  0.03724896 -0.011059911  0.037433079  0.028659956 -0.009270876
## demo$ethnicity7  0.05634244 -0.043747840  0.018039636 -0.002577287  0.044207341
## demo$ethnicity8 -0.04405533 -0.019734816 -0.062514602 -0.066464858 -0.042000680
## demo$ethnicity9 -0.07704625  0.035331796 -0.073794999 -0.044701165 -0.004906964
##                           287         288          289          290
## (Intercept)      0.1764568413  0.12750383  0.183361658  0.120848287
## demo$ethnicity1  0.0398582952 -0.01033749  0.028111939 -0.003364479
## demo$ethnicity2  0.0315602365  0.05291597  0.044150303  0.073857227
## demo$ethnicity3  0.0127323479 -0.05433310  0.038860564 -0.047677556
## demo$ethnicity4  0.0186952918  0.04709529  0.002916534  0.048784721
## demo$ethnicity5 -0.0143012910 -0.01924559 -0.026478880 -0.012732490
## demo$ethnicity6 -0.0003382123  0.03119339  0.008380360  0.033505396
## demo$ethnicity7 -0.0514568413  0.03916283 -0.022071336 -0.009737176
## demo$ethnicity8 -0.0460746787 -0.06335837 -0.060649240 -0.056702823
## demo$ethnicity9  0.0005973137 -0.05761517 -0.001365223 -0.063780136
##                          291          292         293         294         295
## (Intercept)      0.164441289  0.152938369  0.15588799  0.13602682  0.13759619
## demo$ethnicity1 -0.058854819  0.018048328 -0.06444045  0.01009786 -0.03653149
## demo$ethnicity2  0.113489114  0.052121155  0.10196871  0.07642220  0.07864313
## demo$ethnicity3 -0.097774622  0.004956368 -0.11043344 -0.03602682 -0.04235809
## demo$ethnicity4  0.045875926  0.024300537  0.03753647  0.04450693  0.03225913
## demo$ethnicity5 -0.009784531 -0.042780051 -0.03219085 -0.01084260 -0.03266398
## demo$ethnicity6  0.037818202  0.013693446  0.03287377  0.02840421  0.02969840
## demo$ethnicity7 -0.014441289 -0.001423217  0.07488124 -0.05031253  0.05159300
## demo$ethnicity8 -0.008941970 -0.036244469 -0.02151038 -0.04223024 -0.04880476
## demo$ethnicity9 -0.065830597 -0.036164452 -0.06699730 -0.05131660 -0.06960056
##                         296          297           298          299
## (Intercept)      0.26239237  0.130654437  0.1521502207  0.120848287
## demo$ethnicity1  0.06215790  0.009985411  0.0188364755 -0.003364479
## demo$ethnicity2  0.01098726  0.070103139  0.0529093031  0.073857227
## demo$ethnicity3  0.07094097 -0.002449309  0.0057445162 -0.047677556
## demo$ethnicity4 -0.03993643  0.029251303  0.0250886851  0.048784721
## demo$ethnicity5 -0.01302739 -0.024430814 -0.0350474589 -0.012732490
## demo$ethnicity6 -0.01777663  0.017854661  0.0187036657  0.033505396
## demo$ethnicity7 -0.04810665 -0.013007378 -0.0006350692 -0.009737176
## demo$ethnicity8 -0.02343001 -0.064954972 -0.0550641640 -0.056702823
## demo$ethnicity9  0.03310495 -0.043863699 -0.0353763039 -0.063780136
##                          300          301          302          303
## (Intercept)      0.173445709  0.136389110  0.240909388  0.127963947
## demo$ethnicity1 -0.087366399 -0.044941570  0.005555516 -0.031768347
## demo$ethnicity2  0.116280824  0.097077347  0.024296551  0.084665990
## demo$ethnicity3 -0.109615922 -0.136389110  0.016233469 -0.104708133
## demo$ethnicity4  0.050127202  0.057164393  0.011618374  0.054178364
## demo$ethnicity5 -0.013262133 -0.007881967 -0.039521811 -0.006009696
## demo$ethnicity6  0.036256866  0.040270542  0.012072220  0.043602805
## demo$ethnicity7  0.017030481  0.043098069  0.025757279  0.029930790
## demo$ethnicity8 -0.008974375 -0.034551182 -0.015956859 -0.049147795
## demo$ethnicity9 -0.068098762 -0.071031089 -0.023357026 -0.073361741
##                           304          305          306          307
## (Intercept)      0.3720734444  0.214231678  0.117095499  0.159136193
## demo$ethnicity1  0.0559940175  0.023478479 -0.016030798  0.024350503
## demo$ethnicity2 -0.0320734444  0.028431799  0.073502792  0.030298331
## demo$ethnicity3  0.0472813943  0.007990545 -0.069476451 -0.001241456
## demo$ethnicity4 -0.0394764536  0.003707623  0.052902272  0.024451919
## demo$ethnicity5  0.0281958035 -0.012442013 -0.007136834 -0.016391455
## demo$ethnicity6 -0.0006943265  0.017300167  0.037433079  0.006187395
## demo$ethnicity7 -0.0643811367  0.011574774  0.018039636 -0.007621041
## demo$ethnicity8 -0.0145255517 -0.069297037 -0.062514602 -0.062050136
## demo$ethnicity9  0.0465636656 -0.017529360 -0.073794999 -0.014563048
##                          308          309         310          311
## (Intercept)      0.165115334  0.289516006  0.16830535  0.353058553
## demo$ethnicity1  0.025796577  0.049319973  0.02986243  0.043624294
## demo$ethnicity2  0.026772712  0.002382142  0.09053303 -0.013058553
## demo$ethnicity3  0.024073855  0.043817327  0.01118182  0.066296286
## demo$ethnicity4  0.009822400 -0.022360202  0.03572238 -0.008138494
## demo$ethnicity5 -0.035720501  0.014528599  0.01850912 -0.010829926
## demo$ethnicity6 -0.002370904 -0.003667397  0.02224912 -0.003176559
## demo$ethnicity7  0.022384666 -0.075230292 -0.16830535 -0.045366245
## demo$ethnicity8 -0.056238548 -0.025862289 -0.04418383 -0.022177327
## demo$ethnicity9 -0.016655950  0.038272973 -0.02742105  0.031054748
##                           312
## (Intercept)      0.5447146190
## demo$ethnicity1  0.0668393443
## demo$ethnicity2 -0.1220955714
## demo$ethnicity3  0.0849150106
## demo$ethnicity4 -0.0437933985
## demo$ethnicity5  0.0182528662
## demo$ethnicity6 -0.0256238131
## demo$ethnicity7  0.0007399265
## demo$ethnicity8  0.0182943527
## demo$ethnicity9  0.0588110220
## 
## $f.perms
##              [,1]
##    [1,] 0.4683374
##    [2,] 0.7280549
##    [3,] 0.4648045
##    [4,] 0.7129402
##    [5,] 1.8409873
##    [6,] 0.8878272
##    [7,] 1.5714148
##    [8,] 0.6882203
##    [9,] 0.9227373
##   [10,] 0.7347761
##   [11,] 0.4454919
##   [12,] 0.8145045
##   [13,] 0.7527605
##   [14,] 0.8235912
##   [15,] 1.7112615
##   [16,] 1.3263223
##   [17,] 0.7437949
##   [18,] 0.4059510
##   [19,] 0.8522787
##   [20,] 0.7438084
##   [21,] 0.8212694
##   [22,] 0.5749739
##   [23,] 0.7089525
##   [24,] 0.6927180
##   [25,] 0.5750843
##   [26,] 0.6904008
##   [27,] 0.3373787
##   [28,] 0.8729271
##   [29,] 0.8306023
##   [30,] 0.4280847
##   [31,] 1.3337392
##   [32,] 0.8606832
##   [33,] 1.9264696
##   [34,] 0.4253623
##   [35,] 1.1681425
##   [36,] 0.9889100
##   [37,] 1.4483555
##   [38,] 0.8197366
##   [39,] 1.4475515
##   [40,] 0.7969249
##   [41,] 1.0026192
##   [42,] 0.9627962
##   [43,] 1.5218170
##   [44,] 0.6729091
##   [45,] 0.6367748
##   [46,] 1.3206566
##   [47,] 1.2803606
##   [48,] 0.7830208
##   [49,] 0.9295006
##   [50,] 1.5330553
##   [51,] 1.0475262
##   [52,] 1.3739572
##   [53,] 0.8167112
##   [54,] 0.5746866
##   [55,] 0.9289916
##   [56,] 0.9433352
##   [57,] 0.9330261
##   [58,] 0.7539571
##   [59,] 0.6767179
##   [60,] 0.7677759
##   [61,] 0.9152209
##   [62,] 0.6464138
##   [63,] 1.8566730
##   [64,] 0.6675125
##   [65,] 0.9496509
##   [66,] 0.9975234
##   [67,] 2.2178876
##   [68,] 0.6712188
##   [69,] 1.1637414
##   [70,] 0.3973294
##   [71,] 0.7721106
##   [72,] 0.4836849
##   [73,] 1.3936045
##   [74,] 0.4684677
##   [75,] 0.5743194
##   [76,] 0.3819613
##   [77,] 0.7384279
##   [78,] 0.8592165
##   [79,] 0.8124845
##   [80,] 1.2554511
##   [81,] 0.9947545
##   [82,] 0.8565677
##   [83,] 1.1315297
##   [84,] 1.0345182
##   [85,] 0.8173531
##   [86,] 0.3316704
##   [87,] 0.4774296
##   [88,] 1.1283421
##   [89,] 1.0904349
##   [90,] 1.3266021
##   [91,] 0.9776658
##   [92,] 1.6388809
##   [93,] 1.2407657
##   [94,] 0.6203998
##   [95,] 1.0473075
##   [96,] 1.5686955
##   [97,] 1.0012576
##   [98,] 1.2287398
##   [99,] 0.8241254
##  [100,] 0.6557234
##  [101,] 1.2722843
##  [102,] 1.1133380
##  [103,] 0.8575403
##  [104,] 0.6945889
##  [105,] 0.6757422
##  [106,] 0.7952953
##  [107,] 1.4458632
##  [108,] 0.6666749
##  [109,] 0.7682976
##  [110,] 0.7744787
##  [111,] 2.0547859
##  [112,] 1.3037610
##  [113,] 1.5981710
##  [114,] 0.9604634
##  [115,] 2.8751054
##  [116,] 0.9349788
##  [117,] 1.5111776
##  [118,] 1.4560180
##  [119,] 1.6785515
##  [120,] 0.9076294
##  [121,] 0.4428247
##  [122,] 1.3878954
##  [123,] 0.7405731
##  [124,] 1.2375142
##  [125,] 1.2337026
##  [126,] 0.8440807
##  [127,] 1.1153002
##  [128,] 0.4846506
##  [129,] 1.0694133
##  [130,] 0.7065527
##  [131,] 1.0405763
##  [132,] 1.0898075
##  [133,] 1.2443068
##  [134,] 0.3508849
##  [135,] 1.2216621
##  [136,] 1.2053340
##  [137,] 0.6596428
##  [138,] 0.6670793
##  [139,] 1.0636459
##  [140,] 0.8219748
##  [141,] 0.3242276
##  [142,] 0.9445283
##  [143,] 0.7445714
##  [144,] 1.0230212
##  [145,] 1.7800514
##  [146,] 1.8305889
##  [147,] 0.6507222
##  [148,] 0.4184642
##  [149,] 1.0180500
##  [150,] 1.4257737
##  [151,] 1.8850394
##  [152,] 0.5792000
##  [153,] 1.8602190
##  [154,] 1.5717300
##  [155,] 0.7005227
##  [156,] 1.5179444
##  [157,] 1.4518684
##  [158,] 1.3066717
##  [159,] 0.7583318
##  [160,] 1.2513857
##  [161,] 0.8886647
##  [162,] 1.1136380
##  [163,] 1.0586198
##  [164,] 1.7946483
##  [165,] 0.7728829
##  [166,] 1.4655043
##  [167,] 0.6795935
##  [168,] 0.7448303
##  [169,] 1.4706303
##  [170,] 0.9236021
##  [171,] 1.0042034
##  [172,] 1.3409525
##  [173,] 2.4631423
##  [174,] 0.6869200
##  [175,] 0.5589936
##  [176,] 1.3041079
##  [177,] 1.4813753
##  [178,] 0.7463182
##  [179,] 0.4822961
##  [180,] 1.2667000
##  [181,] 0.6595254
##  [182,] 0.9783390
##  [183,] 1.0379466
##  [184,] 0.8149158
##  [185,] 0.9469769
##  [186,] 0.5928518
##  [187,] 1.3587406
##  [188,] 0.8872569
##  [189,] 0.7460716
##  [190,] 0.9857681
##  [191,] 0.9001799
##  [192,] 1.7899661
##  [193,] 0.8091372
##  [194,] 1.4214387
##  [195,] 1.2856816
##  [196,] 1.0454451
##  [197,] 0.4673650
##  [198,] 0.3590837
##  [199,] 1.4401437
##  [200,] 0.9206282
##  [201,] 0.5851703
##  [202,] 0.9222146
##  [203,] 1.1570243
##  [204,] 1.3484049
##  [205,] 1.8804407
##  [206,] 1.2865839
##  [207,] 0.9854018
##  [208,] 1.2966073
##  [209,] 0.5335184
##  [210,] 0.8510436
##  [211,] 0.9139390
##  [212,] 0.7214826
##  [213,] 1.1806886
##  [214,] 1.1537407
##  [215,] 0.8013128
##  [216,] 1.6324824
##  [217,] 1.4931708
##  [218,] 1.1170575
##  [219,] 1.3602626
##  [220,] 0.8098426
##  [221,] 1.2243429
##  [222,] 1.1172588
##  [223,] 0.9591102
##  [224,] 2.6724687
##  [225,] 0.8022283
##  [226,] 2.4190221
##  [227,] 1.8633193
##  [228,] 1.0442501
##  [229,] 0.6131876
##  [230,] 0.6537200
##  [231,] 0.4970496
##  [232,] 0.7370967
##  [233,] 0.7503526
##  [234,] 0.7272355
##  [235,] 0.4240852
##  [236,] 1.1116046
##  [237,] 0.7306163
##  [238,] 0.4971431
##  [239,] 1.4976850
##  [240,] 1.3536212
##  [241,] 0.5036332
##  [242,] 0.7192094
##  [243,] 0.6260198
##  [244,] 0.7666828
##  [245,] 0.7415737
##  [246,] 0.9789673
##  [247,] 0.4595507
##  [248,] 1.7899788
##  [249,] 0.3990467
##  [250,] 1.3832511
##  [251,] 0.6918498
##  [252,] 1.1080376
##  [253,] 1.8327807
##  [254,] 0.8338781
##  [255,] 0.4263751
##  [256,] 0.6505833
##  [257,] 1.5248123
##  [258,] 1.1169066
##  [259,] 0.6682818
##  [260,] 2.3907626
##  [261,] 1.1714912
##  [262,] 1.4934261
##  [263,] 0.9095189
##  [264,] 0.8691145
##  [265,] 1.2044523
##  [266,] 0.4274197
##  [267,] 0.4318869
##  [268,] 0.4770347
##  [269,] 0.9157649
##  [270,] 0.4548034
##  [271,] 1.5006238
##  [272,] 1.6028095
##  [273,] 0.8890464
##  [274,] 0.8461390
##  [275,] 0.7868693
##  [276,] 0.8705852
##  [277,] 0.9434275
##  [278,] 1.1137063
##  [279,] 0.5727140
##  [280,] 0.8762949
##  [281,] 0.6796168
##  [282,] 0.6907599
##  [283,] 0.2925131
##  [284,] 0.6394346
##  [285,] 0.7258875
##  [286,] 0.7726226
##  [287,] 1.3761813
##  [288,] 2.1983943
##  [289,] 0.4437279
##  [290,] 0.5774277
##  [291,] 0.9868325
##  [292,] 0.7309672
##  [293,] 1.6488805
##  [294,] 0.7510602
##  [295,] 1.2442451
##  [296,] 0.6137624
##  [297,] 1.0877141
##  [298,] 0.4498651
##  [299,] 0.7210696
##  [300,] 1.8018574
##  [301,] 0.4835283
##  [302,] 0.8449466
##  [303,] 1.1780539
##  [304,] 0.6483347
##  [305,] 0.9284030
##  [306,] 1.4083664
##  [307,] 0.7859617
##  [308,] 1.2773897
##  [309,] 0.4062656
##  [310,] 1.5966352
##  [311,] 1.6998638
##  [312,] 0.7791915
##  [313,] 1.7447219
##  [314,] 0.8891797
##  [315,] 0.9291561
##  [316,] 1.3880822
##  [317,] 0.7823822
##  [318,] 1.6436810
##  [319,] 1.1067224
##  [320,] 0.8525452
##  [321,] 0.4549010
##  [322,] 0.8326249
##  [323,] 1.1816644
##  [324,] 0.9308997
##  [325,] 1.0408643
##  [326,] 1.5292847
##  [327,] 0.4804340
##  [328,] 0.5424749
##  [329,] 0.7581965
##  [330,] 1.0408445
##  [331,] 1.2684938
##  [332,] 1.6744745
##  [333,] 1.1212061
##  [334,] 0.5061189
##  [335,] 0.9525374
##  [336,] 1.2879517
##  [337,] 0.8495908
##  [338,] 0.7159909
##  [339,] 0.5153517
##  [340,] 1.8862213
##  [341,] 1.8012921
##  [342,] 1.3334560
##  [343,] 1.3773558
##  [344,] 0.5899718
##  [345,] 0.5291696
##  [346,] 0.5429935
##  [347,] 0.7014591
##  [348,] 1.0157472
##  [349,] 1.7454070
##  [350,] 0.6916316
##  [351,] 0.9125889
##  [352,] 0.7225374
##  [353,] 0.5444216
##  [354,] 1.7341941
##  [355,] 0.6913295
##  [356,] 0.8399544
##  [357,] 0.5805856
##  [358,] 1.5406676
##  [359,] 1.3514453
##  [360,] 1.5272757
##  [361,] 1.5364559
##  [362,] 1.3526106
##  [363,] 2.0149980
##  [364,] 0.5304281
##  [365,] 0.8139007
##  [366,] 0.9237967
##  [367,] 1.0631576
##  [368,] 0.6006173
##  [369,] 0.8833177
##  [370,] 1.0910147
##  [371,] 1.1356290
##  [372,] 0.3678046
##  [373,] 0.5748156
##  [374,] 2.0825533
##  [375,] 1.4971739
##  [376,] 1.5125216
##  [377,] 0.5985782
##  [378,] 0.7693695
##  [379,] 1.2364472
##  [380,] 0.7071026
##  [381,] 1.0713906
##  [382,] 0.7938921
##  [383,] 0.8521525
##  [384,] 1.2983207
##  [385,] 0.6012236
##  [386,] 2.0031305
##  [387,] 0.5323261
##  [388,] 1.3658545
##  [389,] 0.9841224
##  [390,] 1.1210287
##  [391,] 0.4878113
##  [392,] 0.3576651
##  [393,] 0.7487359
##  [394,] 1.1893509
##  [395,] 0.9858533
##  [396,] 1.5389035
##  [397,] 1.7195276
##  [398,] 1.2086464
##  [399,] 0.7611190
##  [400,] 0.6762473
##  [401,] 0.7229279
##  [402,] 0.9775141
##  [403,] 1.5140206
##  [404,] 0.7624066
##  [405,] 0.7218727
##  [406,] 1.1088931
##  [407,] 0.9251222
##  [408,] 0.9506170
##  [409,] 0.5610244
##  [410,] 0.9707007
##  [411,] 0.9242085
##  [412,] 0.5091413
##  [413,] 2.9083733
##  [414,] 1.6509611
##  [415,] 1.2883230
##  [416,] 0.7548347
##  [417,] 1.5216716
##  [418,] 1.8204568
##  [419,] 0.8663772
##  [420,] 0.4902536
##  [421,] 1.2362758
##  [422,] 0.8597838
##  [423,] 1.6093383
##  [424,] 1.0990122
##  [425,] 1.6762620
##  [426,] 0.5512193
##  [427,] 0.9682637
##  [428,] 0.6199692
##  [429,] 1.1575772
##  [430,] 0.9594857
##  [431,] 0.9812224
##  [432,] 0.8884827
##  [433,] 0.5141870
##  [434,] 1.0158874
##  [435,] 0.8350183
##  [436,] 1.1208166
##  [437,] 1.1468797
##  [438,] 0.7984950
##  [439,] 0.5251980
##  [440,] 1.1846135
##  [441,] 0.5094549
##  [442,] 0.6680734
##  [443,] 0.3299091
##  [444,] 1.3447569
##  [445,] 0.9345433
##  [446,] 0.8691884
##  [447,] 1.4837187
##  [448,] 1.7786418
##  [449,] 0.8280860
##  [450,] 1.0143763
##  [451,] 1.3845686
##  [452,] 1.3617350
##  [453,] 0.6962678
##  [454,] 1.2477437
##  [455,] 1.8184693
##  [456,] 0.7492050
##  [457,] 0.8664719
##  [458,] 0.7227630
##  [459,] 0.7962306
##  [460,] 0.6890558
##  [461,] 1.0237931
##  [462,] 0.8890509
##  [463,] 0.6925994
##  [464,] 0.8073989
##  [465,] 0.9228992
##  [466,] 1.4702437
##  [467,] 1.4042749
##  [468,] 1.2714196
##  [469,] 0.4633541
##  [470,] 0.6555772
##  [471,] 0.8904550
##  [472,] 0.9781121
##  [473,] 0.4930533
##  [474,] 0.8866985
##  [475,] 1.4285805
##  [476,] 0.9557620
##  [477,] 0.7549087
##  [478,] 1.3823154
##  [479,] 0.6389096
##  [480,] 0.8629243
##  [481,] 0.2894990
##  [482,] 1.5116422
##  [483,] 1.1266507
##  [484,] 1.3926121
##  [485,] 1.6834160
##  [486,] 4.0401825
##  [487,] 0.7020992
##  [488,] 1.1107331
##  [489,] 0.7126826
##  [490,] 1.4958055
##  [491,] 1.3993519
##  [492,] 0.9910207
##  [493,] 1.6519686
##  [494,] 0.8804136
##  [495,] 0.7364756
##  [496,] 0.8261660
##  [497,] 0.6892660
##  [498,] 1.4667166
##  [499,] 1.0851184
##  [500,] 1.3044399
##  [501,] 0.5889435
##  [502,] 0.8884235
##  [503,] 0.6679628
##  [504,] 1.1042648
##  [505,] 0.8445702
##  [506,] 0.8916475
##  [507,] 1.1568350
##  [508,] 2.1116700
##  [509,] 0.5343804
##  [510,] 0.7544729
##  [511,] 0.6475275
##  [512,] 1.4775502
##  [513,] 1.6046691
##  [514,] 2.2573535
##  [515,] 1.7467046
##  [516,] 1.4239857
##  [517,] 1.8801397
##  [518,] 0.7818779
##  [519,] 0.6927233
##  [520,] 0.6176548
##  [521,] 1.2129534
##  [522,] 1.2175447
##  [523,] 0.6232657
##  [524,] 1.1694120
##  [525,] 0.8283970
##  [526,] 1.3110217
##  [527,] 0.6758279
##  [528,] 0.5833723
##  [529,] 0.9133700
##  [530,] 0.8093885
##  [531,] 1.6531487
##  [532,] 0.4577808
##  [533,] 1.9311034
##  [534,] 0.9901511
##  [535,] 1.5827923
##  [536,] 0.7560088
##  [537,] 1.1769258
##  [538,] 0.8650154
##  [539,] 0.9471522
##  [540,] 0.7202179
##  [541,] 1.0729080
##  [542,] 1.4054314
##  [543,] 1.9972629
##  [544,] 1.3845776
##  [545,] 0.5684219
##  [546,] 0.8645227
##  [547,] 0.7564231
##  [548,] 0.8075621
##  [549,] 1.2510109
##  [550,] 1.0649160
##  [551,] 1.7184598
##  [552,] 1.4939375
##  [553,] 0.8892581
##  [554,] 0.5620290
##  [555,] 1.0812132
##  [556,] 1.5584055
##  [557,] 1.2973537
##  [558,] 1.0439529
##  [559,] 1.9120033
##  [560,] 1.1726628
##  [561,] 0.8355093
##  [562,] 0.7002954
##  [563,] 0.5357427
##  [564,] 1.4096651
##  [565,] 0.8409145
##  [566,] 1.4508199
##  [567,] 1.3904790
##  [568,] 0.8310441
##  [569,] 0.5010437
##  [570,] 1.9323551
##  [571,] 0.6571934
##  [572,] 0.3882151
##  [573,] 1.4766868
##  [574,] 1.7769172
##  [575,] 0.7702521
##  [576,] 0.7263244
##  [577,] 2.1644166
##  [578,] 1.2326112
##  [579,] 0.7789786
##  [580,] 0.9497753
##  [581,] 1.4626210
##  [582,] 0.5408625
##  [583,] 0.8011281
##  [584,] 0.5168358
##  [585,] 0.6030234
##  [586,] 1.0282245
##  [587,] 0.7430696
##  [588,] 2.4444143
##  [589,] 2.0046929
##  [590,] 0.6214283
##  [591,] 1.4856648
##  [592,] 1.7288808
##  [593,] 1.6559621
##  [594,] 1.0945586
##  [595,] 1.5328331
##  [596,] 0.6318296
##  [597,] 0.9815874
##  [598,] 0.7494282
##  [599,] 1.2117353
##  [600,] 0.9246491
##  [601,] 0.7107276
##  [602,] 1.0582914
##  [603,] 1.0554892
##  [604,] 0.7993743
##  [605,] 1.0704408
##  [606,] 1.2922042
##  [607,] 0.8132278
##  [608,] 1.2274338
##  [609,] 0.5474870
##  [610,] 1.2975656
##  [611,] 1.1477574
##  [612,] 1.1777270
##  [613,] 1.1280905
##  [614,] 0.7613735
##  [615,] 0.7795028
##  [616,] 1.4720455
##  [617,] 0.8265705
##  [618,] 0.8886882
##  [619,] 1.1210616
##  [620,] 0.8321062
##  [621,] 2.0631707
##  [622,] 1.5488818
##  [623,] 1.3588347
##  [624,] 0.7802789
##  [625,] 0.9673826
##  [626,] 1.1885149
##  [627,] 0.4010147
##  [628,] 0.5717144
##  [629,] 1.2077427
##  [630,] 0.8518674
##  [631,] 1.3019632
##  [632,] 0.7218980
##  [633,] 0.7036529
##  [634,] 0.5177437
##  [635,] 0.6889996
##  [636,] 0.4807071
##  [637,] 1.5017918
##  [638,] 2.0846341
##  [639,] 0.2816206
##  [640,] 1.3577150
##  [641,] 1.3587250
##  [642,] 0.8395676
##  [643,] 1.8805020
##  [644,] 1.1379257
##  [645,] 0.5899364
##  [646,] 0.9762888
##  [647,] 0.5739987
##  [648,] 0.8645249
##  [649,] 1.4337610
##  [650,] 1.2029077
##  [651,] 0.9671031
##  [652,] 0.5916134
##  [653,] 0.9237000
##  [654,] 1.1191278
##  [655,] 0.6054380
##  [656,] 0.6859085
##  [657,] 0.3450461
##  [658,] 0.7565102
##  [659,] 0.5934526
##  [660,] 0.6249299
##  [661,] 1.0588193
##  [662,] 1.0697334
##  [663,] 0.6184701
##  [664,] 0.8139388
##  [665,] 0.9334248
##  [666,] 0.3799147
##  [667,] 1.6001636
##  [668,] 1.2342120
##  [669,] 0.8329747
##  [670,] 1.3339130
##  [671,] 1.4385525
##  [672,] 1.4067372
##  [673,] 1.7326920
##  [674,] 0.8274190
##  [675,] 0.7369851
##  [676,] 1.5395301
##  [677,] 0.7637568
##  [678,] 2.1615198
##  [679,] 0.8842014
##  [680,] 1.2804247
##  [681,] 0.7567455
##  [682,] 0.4033965
##  [683,] 0.9147657
##  [684,] 0.6871501
##  [685,] 1.5542483
##  [686,] 1.0080439
##  [687,] 0.3733610
##  [688,] 0.9084783
##  [689,] 1.2212686
##  [690,] 1.3395057
##  [691,] 1.0993902
##  [692,] 1.2756184
##  [693,] 0.3350128
##  [694,] 1.8665964
##  [695,] 0.7128323
##  [696,] 1.0348312
##  [697,] 0.6138904
##  [698,] 0.9299279
##  [699,] 0.6104429
##  [700,] 0.6276599
##  [701,] 0.9128851
##  [702,] 1.2904088
##  [703,] 1.7154399
##  [704,] 1.8012491
##  [705,] 1.3071753
##  [706,] 0.7558393
##  [707,] 1.0279251
##  [708,] 0.4995489
##  [709,] 0.5799235
##  [710,] 0.8128900
##  [711,] 1.1335605
##  [712,] 0.9110540
##  [713,] 0.4364871
##  [714,] 1.2435292
##  [715,] 0.6915158
##  [716,] 0.8863765
##  [717,] 0.3929176
##  [718,] 0.8661489
##  [719,] 1.0334610
##  [720,] 1.6174018
##  [721,] 1.2967406
##  [722,] 3.3501597
##  [723,] 0.5863175
##  [724,] 1.7161740
##  [725,] 0.5986031
##  [726,] 0.8920574
##  [727,] 0.8166661
##  [728,] 1.6392292
##  [729,] 0.8820621
##  [730,] 0.6538411
##  [731,] 1.6782656
##  [732,] 1.0308188
##  [733,] 0.8464256
##  [734,] 0.9948921
##  [735,] 0.7854743
##  [736,] 0.7466030
##  [737,] 0.6622483
##  [738,] 0.9510596
##  [739,] 0.4434668
##  [740,] 0.7842998
##  [741,] 0.5146473
##  [742,] 0.9189783
##  [743,] 1.7507291
##  [744,] 0.9345378
##  [745,] 0.8702622
##  [746,] 0.6106936
##  [747,] 1.0209015
##  [748,] 0.7824144
##  [749,] 1.2819773
##  [750,] 0.3903086
##  [751,] 0.3414371
##  [752,] 1.1773519
##  [753,] 0.6734801
##  [754,] 1.0650529
##  [755,] 1.3902195
##  [756,] 0.6655984
##  [757,] 0.6943757
##  [758,] 1.2286071
##  [759,] 1.2226851
##  [760,] 1.2418282
##  [761,] 0.8427685
##  [762,] 0.7471949
##  [763,] 1.3737437
##  [764,] 0.7468121
##  [765,] 0.5344075
##  [766,] 1.6086478
##  [767,] 0.6374578
##  [768,] 0.8152140
##  [769,] 1.4753743
##  [770,] 0.8549024
##  [771,] 1.1335717
##  [772,] 0.8634636
##  [773,] 0.7761320
##  [774,] 0.8667034
##  [775,] 1.3948168
##  [776,] 0.6155011
##  [777,] 0.9987932
##  [778,] 0.6710871
##  [779,] 0.7624709
##  [780,] 0.7159597
##  [781,] 0.4646780
##  [782,] 0.7896658
##  [783,] 1.0615891
##  [784,] 0.9017547
##  [785,] 0.6973570
##  [786,] 1.5977012
##  [787,] 0.5371628
##  [788,] 1.4736744
##  [789,] 0.6748654
##  [790,] 0.6507696
##  [791,] 0.8687953
##  [792,] 0.6658599
##  [793,] 0.6415411
##  [794,] 0.4931909
##  [795,] 0.8412724
##  [796,] 1.2561135
##  [797,] 0.3217265
##  [798,] 0.7324496
##  [799,] 0.7601153
##  [800,] 0.7794857
##  [801,] 0.6453696
##  [802,] 0.5659798
##  [803,] 0.8882021
##  [804,] 0.9401454
##  [805,] 1.3334230
##  [806,] 1.0835884
##  [807,] 0.7643634
##  [808,] 1.4001255
##  [809,] 1.3841865
##  [810,] 0.8209525
##  [811,] 0.7435998
##  [812,] 1.4733705
##  [813,] 1.0436444
##  [814,] 2.0109351
##  [815,] 1.6683355
##  [816,] 0.5794817
##  [817,] 1.5251281
##  [818,] 1.1192771
##  [819,] 0.8209855
##  [820,] 1.3318633
##  [821,] 1.5563303
##  [822,] 2.2997465
##  [823,] 1.1028093
##  [824,] 1.1514630
##  [825,] 0.6563569
##  [826,] 0.8124579
##  [827,] 0.6843659
##  [828,] 0.8411020
##  [829,] 0.7986742
##  [830,] 0.7470498
##  [831,] 0.9470958
##  [832,] 0.7931421
##  [833,] 0.6168527
##  [834,] 1.2878031
##  [835,] 2.0832644
##  [836,] 0.6346395
##  [837,] 0.3397187
##  [838,] 1.3639098
##  [839,] 1.1649007
##  [840,] 0.7128170
##  [841,] 0.7084339
##  [842,] 0.7207305
##  [843,] 1.0687613
##  [844,] 0.7424608
##  [845,] 3.7162912
##  [846,] 0.5360241
##  [847,] 1.7320400
##  [848,] 0.8056891
##  [849,] 1.4732715
##  [850,] 2.2401763
##  [851,] 0.7842745
##  [852,] 1.3441670
##  [853,] 1.2735932
##  [854,] 0.7620907
##  [855,] 1.0900612
##  [856,] 0.5335247
##  [857,] 0.5835353
##  [858,] 0.7587761
##  [859,] 1.4024533
##  [860,] 1.3114590
##  [861,] 1.0009158
##  [862,] 0.9257371
##  [863,] 0.4636063
##  [864,] 0.5680873
##  [865,] 0.8181416
##  [866,] 1.2840652
##  [867,] 0.5792011
##  [868,] 1.2682830
##  [869,] 0.5381926
##  [870,] 0.5019754
##  [871,] 0.7742316
##  [872,] 1.1153780
##  [873,] 1.4967930
##  [874,] 0.7026397
##  [875,] 1.3691889
##  [876,] 0.6624135
##  [877,] 0.7644736
##  [878,] 0.6261166
##  [879,] 1.2945429
##  [880,] 1.0761237
##  [881,] 0.6365704
##  [882,] 1.0717682
##  [883,] 2.3502067
##  [884,] 1.4140937
##  [885,] 1.8061466
##  [886,] 1.2571073
##  [887,] 1.2039572
##  [888,] 0.8837544
##  [889,] 0.7046630
##  [890,] 1.6879537
##  [891,] 0.7797047
##  [892,] 1.0841708
##  [893,] 0.4129450
##  [894,] 0.8580648
##  [895,] 0.2692562
##  [896,] 0.8973218
##  [897,] 1.3790103
##  [898,] 0.6672070
##  [899,] 1.2797695
##  [900,] 1.6559861
##  [901,] 0.8303002
##  [902,] 0.8145460
##  [903,] 2.1402726
##  [904,] 0.6184551
##  [905,] 1.4996542
##  [906,] 0.6899495
##  [907,] 1.0697161
##  [908,] 0.7706440
##  [909,] 0.5682622
##  [910,] 1.0723613
##  [911,] 0.6089120
##  [912,] 1.2002997
##  [913,] 0.7143535
##  [914,] 1.2635988
##  [915,] 0.4697852
##  [916,] 0.6431002
##  [917,] 1.1607567
##  [918,] 0.3419442
##  [919,] 1.1630592
##  [920,] 0.6584453
##  [921,] 1.3774794
##  [922,] 1.1869529
##  [923,] 1.1049057
##  [924,] 1.7233897
##  [925,] 0.5954913
##  [926,] 0.9488705
##  [927,] 1.8626983
##  [928,] 0.9393380
##  [929,] 0.7414660
##  [930,] 1.4759016
##  [931,] 0.7018417
##  [932,] 0.9385940
##  [933,] 1.6421908
##  [934,] 0.6930671
##  [935,] 1.2408685
##  [936,] 0.8777078
##  [937,] 0.9650147
##  [938,] 0.9571144
##  [939,] 0.9321474
##  [940,] 0.7106506
##  [941,] 0.8653816
##  [942,] 1.2189679
##  [943,] 0.7105597
##  [944,] 0.5550857
##  [945,] 1.1733098
##  [946,] 1.1713260
##  [947,] 1.9220194
##  [948,] 1.3865905
##  [949,] 0.4575071
##  [950,] 0.5094586
##  [951,] 0.2360813
##  [952,] 1.1377057
##  [953,] 0.7671533
##  [954,] 1.7670842
##  [955,] 1.5091472
##  [956,] 1.7615228
##  [957,] 0.5504541
##  [958,] 0.9541946
##  [959,] 0.9036662
##  [960,] 0.3549778
##  [961,] 0.9963513
##  [962,] 1.4130817
##  [963,] 0.9608202
##  [964,] 1.0513369
##  [965,] 1.6170937
##  [966,] 0.8192282
##  [967,] 1.0998198
##  [968,] 1.1110538
##  [969,] 0.8605599
##  [970,] 0.9535984
##  [971,] 1.4379371
##  [972,] 0.9558537
##  [973,] 1.3109108
##  [974,] 1.7608576
##  [975,] 0.3395266
##  [976,] 1.4343123
##  [977,] 1.8352293
##  [978,] 0.6163222
##  [979,] 0.4977246
##  [980,] 1.0374678
##  [981,] 1.9801278
##  [982,] 0.4501903
##  [983,] 2.2088728
##  [984,] 0.6037144
##  [985,] 0.7299589
##  [986,] 0.8058556
##  [987,] 0.8470802
##  [988,] 0.8196329
##  [989,] 0.9371763
##  [990,] 0.9795099
##  [991,] 0.9263890
##  [992,] 0.7120949
##  [993,] 1.0748109
##  [994,] 1.1434764
##  [995,] 1.2161919
##  [996,] 0.8567224
##  [997,] 1.1996930
##  [998,] 1.1391274
##  [999,] 0.6389196
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## si ~ demo$ethnicity
## attr(,"variables")
## list(si, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## si                          0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to ethnicity.


Career Motivation

Next, let’s look into Carer Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)    
## demo$ethnicity   9    1.9146 0.212738   4.616 0.12093  0.001 ***
## Residuals      302   13.9182 0.046087         0.87907           
## Total          311   15.8329                  1.00000           
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = cm ~ demo$ethnicity)
## 
## $coefficients
##                        cm1        cm2         cm3         cm4         cm5
## (Intercept)      3.1709695  3.2511642  3.35654314  3.36900623  3.31522030
## demo$ethnicity1 -1.3709695 -1.4511642 -1.55654314 -1.56900623 -1.51522030
## demo$ethnicity2  0.3290305  0.4988358  0.89345686  1.13099377  0.93477970
## demo$ethnicity3  1.8290305  1.7488358  1.64345686  1.63099377  1.68477970
## demo$ethnicity4 -0.1709695 -0.2511642 -0.02320981  0.07543821  0.01811303
## demo$ethnicity5  0.9401416  0.9710580  0.86567908  1.07543821  1.01811303
## demo$ethnicity6  0.8290305  1.0429534  0.87875098  0.74864083  0.80242675
## demo$ethnicity7 -2.1709695 -2.2511642 -2.35654314 -2.36900623 -2.31522030
## demo$ethnicity8  0.1623638  0.0821691  0.31012353 -0.03567290  0.01811303
## demo$ethnicity9 -1.1709695 -1.2511642 -1.35654314 -1.36900623 -1.31522030
## 
## $coef.sites
##                            1           2           3           4            5
## (Intercept)      0.268282439  0.28146797  0.41340995  0.26790366  0.268282439
## demo$ethnicity1  0.265050895  0.22075425 -0.28007662  0.24179534  0.265050895
## demo$ethnicity2 -0.153061350 -0.16146485  0.17841345 -0.16151540 -0.153061350
## demo$ethnicity3 -0.268282439 -0.17035686  0.25325671 -0.18094714 -0.268282439
## demo$ethnicity4 -0.002517909 -0.02450027  0.01607723 -0.02875907 -0.002517909
## demo$ethnicity5 -0.162841077 -0.13118544  0.16068486 -0.13229981 -0.162841077
## demo$ethnicity6 -0.147586268 -0.10723888  0.14918070 -0.13163710 -0.147586268
## demo$ethnicity7  0.398384228  0.31853203 -0.41340995  0.34748096  0.398384228
## demo$ethnicity8 -0.026944326 -0.03161042  0.03911530 -0.04560288 -0.026944326
## demo$ethnicity9  0.231717561  0.19630980 -0.24674329  0.21537393  0.231717561
##                           6           7            8            9          10
## (Intercept)      0.26684653  0.26843717  0.268282439  0.265856753  0.41340995
## demo$ethnicity1  0.25577252  0.24803250  0.265050895  0.262362810 -0.28007662
## demo$ethnicity2 -0.16097913 -0.14944106 -0.153061350 -0.160379478  0.17841345
## demo$ethnicity3 -0.22517986 -0.20460738 -0.268282439 -0.245448590  0.25325671
## demo$ethnicity4 -0.01362382 -0.01930157 -0.002517909 -0.008628739  0.01607723
## demo$ethnicity5 -0.14915756 -0.14694466 -0.162841077 -0.161650188  0.16068486
## demo$ethnicity6 -0.14369124 -0.13754857 -0.147586268 -0.145171997  0.14918070
## demo$ethnicity7  0.37601062  0.36119246  0.398384228  0.389315660 -0.41340995
## demo$ethnicity8 -0.03429952 -0.04081136 -0.026944326 -0.028751002  0.03911530
## demo$ethnicity9  0.22571300  0.21974250  0.231717561  0.230624598 -0.24674329
##                          11           12           13          14           15
## (Intercept)      0.28231664  0.268282439  0.268282439  0.26944354  0.268282439
## demo$ethnicity1  0.21162275  0.265050895  0.265050895  0.23277868  0.265050895
## demo$ethnicity2 -0.14807753 -0.153061350 -0.153061350 -0.14944042 -0.153061350
## demo$ethnicity3 -0.14595300 -0.268282439 -0.268282439 -0.15833243 -0.268282439
## demo$ethnicity4 -0.03630661 -0.002517909 -0.002517909 -0.03554581 -0.002517909
## demo$ethnicity5 -0.11618767 -0.162841077 -0.162841077 -0.12418100 -0.162841077
## demo$ethnicity6 -0.10794071 -0.147586268 -0.147586268 -0.12765085 -0.147586268
## demo$ethnicity7  0.30101669  0.398384228  0.398384228  0.33055646  0.398384228
## demo$ethnicity8 -0.03788774 -0.026944326 -0.026944326 -0.05291932 -0.026944326
## demo$ethnicity9  0.18927427  0.231717561  0.231717561  0.20833424  0.231717561
##                          16           17          18           19          20
## (Intercept)      0.26944354  0.268282439  0.26866795  0.268282439  0.26944354
## demo$ethnicity1  0.23277868  0.265050895  0.24780171  0.265050895  0.23277868
## demo$ethnicity2 -0.14944042 -0.153061350 -0.14967185 -0.153061350 -0.14944042
## demo$ethnicity3 -0.15833243 -0.268282439 -0.20483816 -0.268282439 -0.15833243
## demo$ethnicity4 -0.03554581 -0.002517909 -0.01978445 -0.002517909 -0.03554581
## demo$ethnicity5 -0.12418100 -0.162841077 -0.14200189 -0.162841077 -0.12418100
## demo$ethnicity6 -0.12765085 -0.147586268 -0.14033690 -0.147586268 -0.12765085
## demo$ethnicity7  0.33055646  0.398384228  0.36096168  0.398384228  0.33055646
## demo$ethnicity8 -0.05291932 -0.026944326 -0.04104215 -0.026944326 -0.05291932
## demo$ethnicity9  0.20833424  0.231717561  0.21951172  0.231717561  0.20833424
##                           21           22           23          24           25
## (Intercept)      0.265856753  0.268282439  0.375993222  0.26911649  0.268282439
## demo$ethnicity1  0.262362810  0.265050895 -0.053304146  0.24058250  0.265050895
## demo$ethnicity2 -0.160379478 -0.153061350 -0.005286722 -0.14957035 -0.153061350
## demo$ethnicity3 -0.245448590 -0.268282439  0.094595014 -0.18215997 -0.268282439
## demo$ethnicity4 -0.008628739 -0.002517909 -0.030545042 -0.03023645 -0.002517909
## demo$ethnicity5 -0.161650188 -0.162841077  0.048593208 -0.13338360 -0.162841077
## demo$ethnicity6 -0.145171997 -0.147586268  0.037865189 -0.13272261 -0.147586268
## demo$ethnicity7  0.389315660  0.398384228 -0.090278936  0.34626812  0.398384228
## demo$ethnicity8 -0.028751002 -0.026944326  0.018417416 -0.04681572 -0.026944326
## demo$ethnicity9  0.230624598  0.231717561 -0.044060448  0.21416110  0.231717561
##                          26           27          28           29           30
## (Intercept)      0.41340995  0.265856753  0.26944354  0.268282439  0.339448902
## demo$ethnicity1 -0.28007662  0.262362810  0.23277868  0.265050895  0.060233133
## demo$ethnicity2  0.17841345 -0.160379478 -0.14944042 -0.153061350 -0.080155125
## demo$ethnicity3  0.25325671 -0.245448590 -0.15833243 -0.268282439  0.011902450
## demo$ethnicity4  0.01607723 -0.008628739 -0.03554581 -0.002517909 -0.035055942
## demo$ethnicity5  0.16068486 -0.161650188 -0.12418100 -0.162841077 -0.009743528
## demo$ethnicity6  0.14918070 -0.145171997 -0.12765085 -0.147586268 -0.015692767
## demo$ethnicity7 -0.41340995  0.389315660  0.33055646  0.398384228  0.072315804
## demo$ethnicity8  0.03911530 -0.028751002 -0.05291932 -0.026944326 -0.027887340
## demo$ethnicity9 -0.24674329  0.230624598  0.20833424  0.231717561  0.057212466
##                           31          32          33           34          35
## (Intercept)      0.409644943  0.40200189  0.41340995  0.268282439  0.27685681
## demo$ethnicity1 -0.214337025 -0.20669397 -0.28007662  0.265050895  0.21708259
## demo$ethnicity2  0.142028069  0.12793199  0.17841345 -0.153061350 -0.14261770
## demo$ethnicity3  0.203258283  0.21090134  0.25325671 -0.268282439 -0.14049317
## demo$ethnicity4  0.007460548  0.01510360  0.01607723 -0.002517909 -0.03698712
## demo$ethnicity5  0.124573686  0.13221674  0.16068486 -0.162841077 -0.11058538
## demo$ethnicity6  0.113242537  0.12088559  0.14918070 -0.147586268 -0.12055516
## demo$ethnicity7 -0.318735852 -0.31109280 -0.41340995  0.398384228  0.30647653
## demo$ethnicity8  0.029698868 -0.01821363  0.03911530 -0.026944326 -0.04952192
## demo$ethnicity9 -0.188237318 -0.18059426 -0.24674329  0.231717561  0.19473410
##                          36          37          38          39           40
## (Intercept)      0.27189162  0.28256498  0.41340995  0.37413759  0.268282439
## demo$ethnicity1  0.24457804  0.21137442 -0.28007662 -0.05144851  0.265050895
## demo$ethnicity2 -0.14202595 -0.14832587  0.17841345  0.01579968 -0.153061350
## demo$ethnicity3 -0.20806183 -0.14620134  0.25325671  0.09645065 -0.268282439
## demo$ethnicity4 -0.02275603 -0.03684734  0.01607723 -0.01480052 -0.002517909
## demo$ethnicity5 -0.14051769 -0.11087350  0.16068486  0.05044884 -0.162841077
## demo$ethnicity6 -0.13302998 -0.11092502  0.14918070  0.03972082 -0.147586268
## demo$ethnicity7  0.35773801  0.30076836 -0.41340995 -0.08842330  0.398384228
## demo$ethnicity8 -0.04426582 -0.03813607  0.03911530 -0.02417139 -0.026944326
## demo$ethnicity9  0.21628805  0.18902593 -0.24674329 -0.04220481  0.231717561
##                          41           42           43          44          45
## (Intercept)      0.41340995  0.268282439  0.268282439  0.34042266  0.26777255
## demo$ethnicity1 -0.28007662  0.265050895  0.265050895  0.05925937  0.25484650
## demo$ethnicity2  0.17841345 -0.153061350 -0.153061350 -0.06261037 -0.14940516
## demo$ethnicity3  0.25325671 -0.268282439 -0.268282439  0.01092869 -0.22610588
## demo$ethnicity4  0.01607723 -0.002517909 -0.002517909 -0.03602970 -0.01454985
## demo$ethnicity5  0.16068486 -0.162841077 -0.162841077 -0.01071729 -0.15502186
## demo$ethnicity6  0.14918070 -0.147586268 -0.147586268 -0.02072332 -0.14199788
## demo$ethnicity7 -0.41340995  0.398384228  0.398384228  0.07134204  0.37508459
## demo$ethnicity8  0.03911530 -0.026944326 -0.026944326 -0.02886110 -0.03522555
## demo$ethnicity9 -0.24674329  0.231717561  0.231717561  0.05623870  0.22478697
##                          46          47          48          49          50
## (Intercept)      0.30903434  0.30073993  0.41340995  0.27143991  0.37350050
## demo$ethnicity1  0.14096566  0.17371894 -0.28007662  0.25117914 -0.05081143
## demo$ethnicity2 -0.10863369 -0.14793796  0.17841345 -0.14243422  0.01803933
## demo$ethnicity3 -0.05903434 -0.11026374  0.25325671 -0.22977324  0.09708773
## demo$ethnicity4 -0.04422942 -0.03599769  0.01607723 -0.01316670 -0.02805232
## demo$ethnicity5 -0.06131409 -0.08400570  0.16068486 -0.14385485  0.05108593
## demo$ethnicity6 -0.07052888 -0.08401190  0.14918070 -0.14310769  0.04035791
## demo$ethnicity7  0.19096566  0.24471461 -0.41340995  0.37141724 -0.08778622
## demo$ethnicity8 -0.03522481 -0.03278253  0.03911530 -0.03889291 -0.02353431
## demo$ethnicity9  0.12846566  0.15597002 -0.24674329  0.22111962 -0.04156773
##                          51          52          53          54          55
## (Intercept)      0.41340995  0.31149798  0.28703778  0.41340995  0.26866795
## demo$ethnicity1 -0.28007662  0.13850202  0.19769427 -0.28007662  0.24780171
## demo$ethnicity2  0.17841345 -0.11213900 -0.12274704  0.17841345 -0.14967185
## demo$ethnicity3  0.25325671 -0.06149798 -0.12424709  0.25325671 -0.20483816
## demo$ethnicity4  0.01607723 -0.03362117 -0.03509728  0.01607723 -0.01978445
## demo$ethnicity5  0.16068486 -0.06377773 -0.09880944  0.16068486 -0.14200189
## demo$ethnicity6  0.14918070 -0.06595470 -0.11244652  0.14918070 -0.14033690
## demo$ethnicity7 -0.41340995  0.18850202  0.27817961 -0.41340995  0.36096168
## demo$ethnicity8  0.03911530 -0.03768845 -0.04856369  0.03911530 -0.04104215
## demo$ethnicity9 -0.24674329  0.12600202  0.17757293 -0.24674329  0.21951172
##                          56          57           58           59          60
## (Intercept)      0.27685681  0.27914244  0.268282439  0.268282439  0.38983960
## demo$ethnicity1  0.21708259  0.22307978  0.265050895  0.265050895 -0.10219391
## demo$ethnicity2 -0.14261770 -0.13134010 -0.153061350 -0.153061350  0.03003523
## demo$ethnicity3 -0.14049317 -0.16803133 -0.268282439 -0.268282439  0.12531191
## demo$ethnicity4 -0.03698712 -0.02273064 -0.002517909 -0.002517909 -0.01624632
## demo$ethnicity5 -0.11058538 -0.12290430 -0.162841077 -0.162841077  0.06959254
## demo$ethnicity6 -0.12055516 -0.12852254 -0.147586268 -0.147586268  0.06335429
## demo$ethnicity7  0.30647653  0.32085756  0.398384228  0.398384228 -0.15907037
## demo$ethnicity8 -0.04952192 -0.04595156 -0.026944326 -0.026944326  0.01997281
## demo$ethnicity9  0.19473410  0.19863533  0.231717561  0.231717561 -0.08797480
##                           61          62          63          64          65
## (Intercept)      0.268282439  0.27770074  0.26748658  0.28662862  0.27897006
## demo$ethnicity1  0.265050895  0.21623865  0.24898308  0.19810343  0.23749960
## demo$ethnicity2 -0.153061350 -0.14346164 -0.16131099 -0.12147208 -0.13628388
## demo$ethnicity3 -0.268282439 -0.14133711 -0.20365679 -0.12383793 -0.21514027
## demo$ethnicity4 -0.002517909 -0.03198311 -0.01835099 -0.04069412 -0.01407849
## demo$ethnicity5 -0.162841077 -0.11712733 -0.14094357 -0.09840028 -0.13196361
## demo$ethnicity6 -0.147586268 -0.11503515 -0.13927713 -0.11195369 -0.13712886
## demo$ethnicity7  0.398384228  0.30563259  0.36214305  0.27858877  0.35065957
## demo$ethnicity8 -0.026944326 -0.05036586 -0.03986078 -0.04815453 -0.03547124
## demo$ethnicity9  0.231717561  0.19389016  0.22069309  0.17798209  0.20920961
##                          66           67          68          69           70
## (Intercept)      0.27624584  0.268282439  0.26748658  0.27593393  0.265856753
## demo$ethnicity1  0.22597639  0.265050895  0.24898308  0.22628829  0.262362810
## demo$ethnicity2 -0.14195700 -0.153061350 -0.16131099 -0.14164510 -0.160379478
## demo$ethnicity3 -0.16513472 -0.268282439 -0.20365679 -0.16482282 -0.245448590
## demo$ethnicity4 -0.03123005 -0.002517909 -0.01835099 -0.03633820 -0.008628739
## demo$ethnicity5 -0.12000769 -0.162841077 -0.14094357 -0.12525134 -0.161650188
## demo$ethnicity6 -0.12856711 -0.147586268 -0.13927713 -0.12264024 -0.145171997
## demo$ethnicity7  0.32375416  0.398384228  0.36214305  0.32406607  0.389315660
## demo$ethnicity8 -0.04305495 -0.026944326 -0.03986078 -0.04274305 -0.028751002
## demo$ethnicity9  0.20153194  0.231717561  0.22069309  0.20184385  0.230624598
##                           71          72          73           74           75
## (Intercept)      0.268282439  0.32058366  0.26944354  0.268282439  0.268282439
## demo$ethnicity1  0.265050895  0.11477396  0.23277868  0.265050895  0.265050895
## demo$ethnicity2 -0.153061350 -0.08472631 -0.14944042 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.03853238 -0.15833243 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.04287813 -0.03554581 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.04683477 -0.12418100 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.05631796 -0.12765085 -0.147586268 -0.147586268
## demo$ethnicity7  0.398384228  0.15310055  0.33055646  0.398384228  0.398384228
## demo$ethnicity8 -0.026944326 -0.03440971 -0.05291932 -0.026944326 -0.026944326
## demo$ethnicity9  0.231717561  0.10519232  0.20833424  0.231717561  0.231717561
##                          76           77          78          79           80
## (Intercept)      0.26777255  0.268282439  0.41340995  0.26944354  0.268282439
## demo$ethnicity1  0.25484650  0.265050895 -0.28007662  0.23277868  0.265050895
## demo$ethnicity2 -0.14940516 -0.153061350  0.17841345 -0.14944042 -0.153061350
## demo$ethnicity3 -0.22610588 -0.268282439  0.25325671 -0.15833243 -0.268282439
## demo$ethnicity4 -0.01454985 -0.002517909  0.01607723 -0.03554581 -0.002517909
## demo$ethnicity5 -0.15502186 -0.162841077  0.16068486 -0.12418100 -0.162841077
## demo$ethnicity6 -0.14199788 -0.147586268  0.14918070 -0.12765085 -0.147586268
## demo$ethnicity7  0.37508459  0.398384228 -0.41340995  0.33055646  0.398384228
## demo$ethnicity8 -0.03522555 -0.026944326  0.03911530 -0.05291932 -0.026944326
## demo$ethnicity9  0.22478697  0.231717561 -0.24674329  0.20833424  0.231717561
##                           81          82           83          84          85
## (Intercept)      0.268282439  0.29362563  0.342122473  0.26662106  0.26944354
## demo$ethnicity1  0.265050895  0.18083324  0.057559562  0.25599799  0.23277868
## demo$ethnicity2 -0.153061350 -0.12703689 -0.047068799 -0.16075366 -0.14944042
## demo$ethnicity3 -0.268282439 -0.10314944  0.009228878 -0.22495439 -0.15833243
## demo$ethnicity4 -0.002517909 -0.04155395 -0.037729513 -0.01315785 -0.03554581
## demo$ethnicity5 -0.162841077 -0.08243136 -0.012417099 -0.15398782 -0.12418100
## demo$ethnicity6 -0.147586268 -0.09965444 -0.022423134 -0.14096264 -0.12765085
## demo$ethnicity7  0.398384228  0.25182891  0.069642233  0.37623609  0.33055646
## demo$ethnicity8 -0.026944326 -0.04368625 -0.030560911 -0.03407405 -0.05291932
## demo$ethnicity9  0.231717561  0.16308432  0.054538894  0.22593847  0.20833424
##                           86          87          88           89          90
## (Intercept)      0.265856753  0.27632704  0.33042778  0.268282439  0.27645581
## demo$ethnicity1  0.262362810  0.22589518  0.08828567  0.265050895  0.21748359
## demo$ethnicity2 -0.160379478 -0.14281041 -0.07477514 -0.153061350 -0.14139970
## demo$ethnicity3 -0.245448590 -0.16521593 -0.01463831 -0.268282439 -0.14009217
## demo$ethnicity4 -0.008628739 -0.03103330 -0.03950979 -0.002517909 -0.04243408
## demo$ethnicity5 -0.161650188 -0.12564445 -0.02937691 -0.162841077 -0.11018438
## demo$ethnicity6 -0.145171997 -0.12310876 -0.03912440 -0.147586268 -0.12007477
## demo$ethnicity7  0.389315660  0.32367296  0.11401666  0.398384228  0.30687753
## demo$ethnicity8 -0.028751002 -0.04313616 -0.03165054 -0.026944326 -0.04912092
## demo$ethnicity9  0.230624598  0.20145074  0.08185292  0.231717561  0.19513510
##                           91           92          93           94           95
## (Intercept)      0.268282439  0.265856753  0.38152048  0.268282439  0.265856753
## demo$ethnicity1  0.265050895  0.262362810 -0.09387479  0.265050895  0.262362810
## demo$ethnicity2 -0.153061350 -0.160379478  0.03835436 -0.153061350 -0.160379478
## demo$ethnicity3 -0.268282439 -0.245448590  0.13363104 -0.268282439 -0.245448590
## demo$ethnicity4 -0.002517909 -0.008628739 -0.02274201 -0.002517909 -0.008628739
## demo$ethnicity5 -0.162841077 -0.161650188  0.07791166 -0.162841077 -0.161650188
## demo$ethnicity6 -0.147586268 -0.145171997  0.06696753 -0.147586268 -0.145171997
## demo$ethnicity7  0.398384228  0.389315660 -0.15075125  0.398384228  0.389315660
## demo$ethnicity8 -0.026944326 -0.028751002 -0.01932712 -0.026944326 -0.028751002
## demo$ethnicity9  0.231717561  0.230624598 -0.07965568  0.231717561  0.230624598
##                          96           97          98          99          100
## (Intercept)      0.27189162  0.269445154  0.41340995  0.29521895  0.268282439
## demo$ethnicity1  0.24457804  0.258774410 -0.28007662  0.17923993  0.265050895
## demo$ethnicity2 -0.14202595 -0.153551212  0.17841345 -0.11392433 -0.153061350
## demo$ethnicity3 -0.20806183 -0.249036991  0.25325671 -0.10474276 -0.268282439
## demo$ethnicity4 -0.02275603 -0.007278868  0.01607723 -0.03697443 -0.002517909
## demo$ethnicity5 -0.14051769 -0.150727536  0.16068486 -0.09003068 -0.162841077
## demo$ethnicity6 -0.13302998 -0.146257269  0.14918070 -0.09797978 -0.147586268
## demo$ethnicity7  0.35773801  0.385727260 -0.41340995  0.25023560  0.398384228
## demo$ethnicity8 -0.04426582 -0.032339402  0.03911530 -0.04527957 -0.026944326
## demo$ethnicity9  0.21628805  0.227036197 -0.24674329  0.16149101  0.231717561
##                          101          102         103         104          105
## (Intercept)      0.268282439  0.268282439  0.27309652  0.26918358  0.268282439
## demo$ethnicity1  0.265050895  0.265050895  0.23660247  0.24051542  0.265050895
## demo$ethnicity2 -0.153061350 -0.153061350 -0.16670827 -0.14963743 -0.153061350
## demo$ethnicity3 -0.268282439 -0.268282439 -0.18614000 -0.18222705 -0.268282439
## demo$ethnicity4 -0.002517909 -0.002517909 -0.02813183 -0.02474798 -0.002517909
## demo$ethnicity5 -0.162841077 -0.162841077 -0.13762173 -0.13332764 -0.162841077
## demo$ethnicity6 -0.147586268 -0.147586268 -0.11963844 -0.13565914 -0.147586268
## demo$ethnicity7  0.398384228  0.398384228  0.34228809  0.34620104  0.398384228
## demo$ethnicity8 -0.026944326 -0.026944326 -0.03453559 -0.04688280 -0.026944326
## demo$ethnicity9  0.231717561  0.231717561  0.21018107  0.21409402  0.231717561
##                         106          107         108         109         110
## (Intercept)      0.37407010  0.268282439  0.26748658  0.41340995  0.26888014
## demo$ethnicity1 -0.05138102  0.265050895  0.24898308 -0.28007662  0.24081886
## demo$ethnicity2  0.01586717 -0.153061350 -0.16131099  0.17841345 -0.14933399
## demo$ethnicity3  0.09651814 -0.268282439 -0.20365679  0.25325671 -0.18192361
## demo$ethnicity4 -0.01473303 -0.002517909 -0.01835099  0.01607723 -0.02973555
## demo$ethnicity5  0.05051633 -0.162841077 -0.14094357  0.16068486 -0.13844425
## demo$ethnicity6  0.03978831 -0.147586268 -0.13927713  0.14918070 -0.12987188
## demo$ethnicity7 -0.08835581  0.398384228  0.36214305 -0.41340995  0.34650448
## demo$ethnicity8 -0.02410391 -0.026944326 -0.03986078  0.03911530 -0.04657936
## demo$ethnicity9 -0.04213733  0.231717561  0.22069309 -0.24674329  0.21439746
##                          111         112          113          114         115
## (Intercept)      0.268282439  0.41340995  0.268282439  0.268282439  0.27632704
## demo$ethnicity1  0.265050895 -0.28007662  0.265050895  0.265050895  0.22589518
## demo$ethnicity2 -0.153061350  0.17841345 -0.153061350 -0.153061350 -0.14281041
## demo$ethnicity3 -0.268282439  0.25325671 -0.268282439 -0.268282439 -0.16521593
## demo$ethnicity4 -0.002517909  0.01607723 -0.002517909 -0.002517909 -0.03103330
## demo$ethnicity5 -0.162841077  0.16068486 -0.162841077 -0.162841077 -0.12564445
## demo$ethnicity6 -0.147586268  0.14918070 -0.147586268 -0.147586268 -0.12310876
## demo$ethnicity7  0.398384228 -0.41340995  0.398384228  0.398384228  0.32367296
## demo$ethnicity8 -0.026944326  0.03911530 -0.026944326 -0.026944326 -0.04313616
## demo$ethnicity9  0.231717561 -0.24674329  0.231717561  0.231717561  0.20145074
##                          116          117         118         119          120
## (Intercept)      0.268282439  0.268282439  0.29142765  0.41340995  0.265856753
## demo$ethnicity1  0.265050895  0.265050895  0.21079458 -0.28007662  0.262362810
## demo$ethnicity2 -0.153061350 -0.153061350 -0.11874815  0.17841345 -0.160379478
## demo$ethnicity3 -0.268282439 -0.268282439 -0.18031653  0.25325671 -0.245448590
## demo$ethnicity4 -0.002517909 -0.002517909 -0.01250177  0.01607723 -0.008628739
## demo$ethnicity5 -0.162841077 -0.162841077 -0.11942794  0.16068486 -0.161650188
## demo$ethnicity6 -0.147586268 -0.147586268 -0.11727029  0.14918070 -0.145171997
## demo$ethnicity7  0.398384228  0.398384228  0.30857235 -0.41340995  0.389315660
## demo$ethnicity8 -0.026944326 -0.026944326 -0.04157010  0.03911530 -0.028751002
## demo$ethnicity9  0.231717561  0.231717561  0.18635013 -0.24674329  0.230624598
##                          121          122          123         124          125
## (Intercept)      0.268282439  0.268282439  0.268282439  0.29432683  0.268282439
## demo$ethnicity1  0.265050895  0.265050895  0.265050895  0.18013204  0.265050895
## demo$ethnicity2 -0.153061350 -0.153061350 -0.153061350 -0.11303221 -0.153061350
## demo$ethnicity3 -0.268282439 -0.268282439 -0.268282439 -0.10385064 -0.268282439
## demo$ethnicity4 -0.002517909 -0.002517909 -0.002517909 -0.04225516 -0.002517909
## demo$ethnicity5 -0.162841077 -0.162841077 -0.162841077 -0.08313256 -0.162841077
## demo$ethnicity6 -0.147586268 -0.147586268 -0.147586268 -0.10381585 -0.147586268
## demo$ethnicity7  0.398384228  0.398384228  0.398384228  0.25112771  0.398384228
## demo$ethnicity8 -0.026944326 -0.026944326 -0.026944326 -0.04438745 -0.026944326
## demo$ethnicity9  0.231717561  0.231717561  0.231717561  0.16238312  0.231717561
##                          126         127         128          129          130
## (Intercept)      0.268282439  0.30567579  0.26944354  0.268282439  0.268282439
## demo$ethnicity1  0.265050895  0.15727427  0.23277868  0.265050895  0.265050895
## demo$ethnicity2 -0.153061350 -0.09131583 -0.14944042 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.08616360 -0.15833243 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.04107327 -0.03554581 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.07044130 -0.12418100 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.09173072 -0.12765085 -0.147586268 -0.147586268
## demo$ethnicity7  0.398384228  0.21813373  0.33055646  0.398384228  0.398384228
## demo$ethnicity8 -0.026944326 -0.04395287 -0.05291932 -0.026944326 -0.026944326
## demo$ethnicity9  0.231717561  0.14205940  0.20833424  0.231717561  0.231717561
##                         131          132          133          134          135
## (Intercept)      0.27645581  0.268282439  0.268282439  0.268282439  0.268282439
## demo$ethnicity1  0.21748359  0.265050895  0.265050895  0.265050895  0.265050895
## demo$ethnicity2 -0.14139970 -0.153061350 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3 -0.14009217 -0.268282439 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4 -0.04243408 -0.002517909 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5 -0.11018438 -0.162841077 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6 -0.12007477 -0.147586268 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7  0.30687753  0.398384228  0.398384228  0.398384228  0.398384228
## demo$ethnicity8 -0.04912092 -0.026944326 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9  0.19513510  0.231717561  0.231717561  0.231717561  0.231717561
##                         136          137          138         139          140
## (Intercept)      0.27685681  0.268282439  0.409644943  0.26777255  0.268282439
## demo$ethnicity1  0.21708259  0.265050895 -0.214337025  0.25484650  0.265050895
## demo$ethnicity2 -0.14261770 -0.153061350  0.142028069 -0.14940516 -0.153061350
## demo$ethnicity3 -0.14049317 -0.268282439  0.203258283 -0.22610588 -0.268282439
## demo$ethnicity4 -0.03698712 -0.002517909  0.007460548 -0.01454985 -0.002517909
## demo$ethnicity5 -0.11058538 -0.162841077  0.124573686 -0.15502186 -0.162841077
## demo$ethnicity6 -0.12055516 -0.147586268  0.113242537 -0.14199788 -0.147586268
## demo$ethnicity7  0.30647653  0.398384228 -0.318735852  0.37508459  0.398384228
## demo$ethnicity8 -0.04952192 -0.026944326  0.029698868 -0.03522555 -0.026944326
## demo$ethnicity9  0.19473410  0.231717561 -0.188237318  0.22478697  0.231717561
##                         141          142          143         144         145
## (Intercept)      0.26790366  0.265856753  0.268282439  0.26944354  0.26748658
## demo$ethnicity1  0.24179534  0.262362810  0.265050895  0.23277868  0.24898308
## demo$ethnicity2 -0.16151540 -0.160379478 -0.153061350 -0.14944042 -0.16131099
## demo$ethnicity3 -0.18094714 -0.245448590 -0.268282439 -0.15833243 -0.20365679
## demo$ethnicity4 -0.02875907 -0.008628739 -0.002517909 -0.03554581 -0.01835099
## demo$ethnicity5 -0.13229981 -0.161650188 -0.162841077 -0.12418100 -0.14094357
## demo$ethnicity6 -0.13163710 -0.145171997 -0.147586268 -0.12765085 -0.13927713
## demo$ethnicity7  0.34748096  0.389315660  0.398384228  0.33055646  0.36214305
## demo$ethnicity8 -0.04560288 -0.028751002 -0.026944326 -0.05291932 -0.03986078
## demo$ethnicity9  0.21537393  0.230624598  0.231717561  0.20833424  0.22069309
##                         146          147         148         149         150
## (Intercept)      0.27685681  0.268282439  0.26944354  0.41340995  0.26719117
## demo$ethnicity1  0.21708259  0.265050895  0.23277868 -0.28007662  0.24927849
## demo$ethnicity2 -0.14261770 -0.153061350 -0.14944042  0.17841345 -0.16101557
## demo$ethnicity3 -0.14049317 -0.268282439 -0.15833243  0.25325671 -0.20336138
## demo$ethnicity4 -0.03698712 -0.002517909 -0.03554581  0.01607723 -0.02322353
## demo$ethnicity5 -0.11058538 -0.162841077 -0.12418100  0.16068486 -0.14593916
## demo$ethnicity6 -0.12055516 -0.147586268 -0.12765085  0.14918070 -0.13362305
## demo$ethnicity7  0.30647653  0.398384228  0.33055646 -0.41340995  0.36243846
## demo$ethnicity8 -0.04952192 -0.026944326 -0.05291932  0.03911530 -0.03956536
## demo$ethnicity9  0.19473410  0.231717561  0.20833424 -0.24674329  0.22098850
##                          151          152         153         154         155
## (Intercept)      0.268282439  0.268282439  0.26911649  0.26790366  0.27143991
## demo$ethnicity1  0.265050895  0.265050895  0.24058250  0.24179534  0.25117914
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14957035 -0.16151540 -0.14243422
## demo$ethnicity3 -0.268282439 -0.268282439 -0.18215997 -0.18094714 -0.22977324
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03023645 -0.02875907 -0.01316670
## demo$ethnicity5 -0.162841077 -0.162841077 -0.13338360 -0.13229981 -0.14385485
## demo$ethnicity6 -0.147586268 -0.147586268 -0.13272261 -0.13163710 -0.14310769
## demo$ethnicity7  0.398384228  0.398384228  0.34626812  0.34748096  0.37141724
## demo$ethnicity8 -0.026944326 -0.026944326 -0.04681572 -0.04560288 -0.03889291
## demo$ethnicity9  0.231717561  0.231717561  0.21416110  0.21537393  0.22111962
##                          156          157         158          159         160
## (Intercept)      0.268282439  0.268282439  0.26944354  0.265856753  0.27632704
## demo$ethnicity1  0.265050895  0.265050895  0.23277868  0.262362810  0.22589518
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14944042 -0.160379478 -0.14281041
## demo$ethnicity3 -0.268282439 -0.268282439 -0.15833243 -0.245448590 -0.16521593
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03554581 -0.008628739 -0.03103330
## demo$ethnicity5 -0.162841077 -0.162841077 -0.12418100 -0.161650188 -0.12564445
## demo$ethnicity6 -0.147586268 -0.147586268 -0.12765085 -0.145171997 -0.12310876
## demo$ethnicity7  0.398384228  0.398384228  0.33055646  0.389315660  0.32367296
## demo$ethnicity8 -0.026944326 -0.026944326 -0.05291932 -0.028751002 -0.04313616
## demo$ethnicity9  0.231717561  0.231717561  0.20833424  0.230624598  0.20145074
##                         161         162          163          164          165
## (Intercept)      0.27143991  0.41340995  0.268282439  0.268282439  0.269445154
## demo$ethnicity1  0.25117914 -0.28007662  0.265050895  0.265050895  0.258774410
## demo$ethnicity2 -0.14243422  0.17841345 -0.153061350 -0.153061350 -0.153551212
## demo$ethnicity3 -0.22977324  0.25325671 -0.268282439 -0.268282439 -0.249036991
## demo$ethnicity4 -0.01316670  0.01607723 -0.002517909 -0.002517909 -0.007278868
## demo$ethnicity5 -0.14385485  0.16068486 -0.162841077 -0.162841077 -0.150727536
## demo$ethnicity6 -0.14310769  0.14918070 -0.147586268 -0.147586268 -0.146257269
## demo$ethnicity7  0.37141724 -0.41340995  0.398384228  0.398384228  0.385727260
## demo$ethnicity8 -0.03889291  0.03911530 -0.026944326 -0.026944326 -0.032339402
## demo$ethnicity9  0.22111962 -0.24674329  0.231717561  0.231717561  0.227036197
##                          166          167         168          169         170
## (Intercept)      0.268282439  0.268282439  0.26944354  0.268282439  0.34042266
## demo$ethnicity1  0.265050895  0.265050895  0.23277868  0.265050895  0.05925937
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14944042 -0.153061350 -0.06261037
## demo$ethnicity3 -0.268282439 -0.268282439 -0.15833243 -0.268282439  0.01092869
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03554581 -0.002517909 -0.03602970
## demo$ethnicity5 -0.162841077 -0.162841077 -0.12418100 -0.162841077 -0.01071729
## demo$ethnicity6 -0.147586268 -0.147586268 -0.12765085 -0.147586268 -0.02072332
## demo$ethnicity7  0.398384228  0.398384228  0.33055646  0.398384228  0.07134204
## demo$ethnicity8 -0.026944326 -0.026944326 -0.05291932 -0.026944326 -0.02886110
## demo$ethnicity9  0.231717561  0.231717561  0.20833424  0.231717561  0.05623870
##                         171         172         173          174          175
## (Intercept)      0.41340995  0.26888014  0.27943087  0.269445154  0.270347851
## demo$ethnicity1 -0.28007662  0.24081886  0.21450853  0.258774410  0.257871712
## demo$ethnicity2  0.17841345 -0.14933399 -0.13048587 -0.153551212 -0.142258787
## demo$ethnicity3  0.25325671 -0.18192361 -0.14306723 -0.249036991 -0.249939688
## demo$ethnicity4  0.01607723 -0.02973555 -0.03371323 -0.007278868 -0.008181566
## demo$ethnicity5  0.16068486 -0.13844425 -0.11315944 -0.150727536 -0.156461152
## demo$ethnicity6  0.14918070 -0.12987188 -0.12003324 -0.146257269 -0.144597735
## demo$ethnicity7 -0.41340995  0.34650448  0.30390247  0.385727260  0.384824563
## demo$ethnicity8  0.03911530 -0.04657936 -0.05209598 -0.032339402 -0.033242100
## demo$ethnicity9 -0.24674329  0.21439746  0.19216004  0.227036197  0.226133500
##                         176          177         178         179         180
## (Intercept)      0.27028841  0.395990046  0.26922476  0.27770074  0.27593393
## demo$ethnicity1  0.25233064 -0.150156712  0.25899480  0.21623865  0.22628829
## demo$ethnicity2 -0.15378272  0.097640819 -0.15333082 -0.14346164 -0.14164510
## demo$ethnicity3 -0.22862175  0.166509954 -0.24881660 -0.14133711 -0.16482282
## demo$ethnicity4 -0.01177470  0.007194733 -0.00682879 -0.03198311 -0.03633820
## demo$ethnicity5 -0.14282081  0.099985135 -0.15545030 -0.11712733 -0.12525134
## demo$ethnicity6 -0.14207245  0.088839893 -0.14358590 -0.11503515 -0.12264024
## demo$ethnicity7  0.37256873 -0.229323379  0.38594765  0.30563259  0.32406607
## demo$ethnicity8 -0.03774141 -0.022355193 -0.03211901 -0.05036586 -0.04274305
## demo$ethnicity9  0.22227111 -0.130365046  0.22725659  0.19389016  0.20184385
##                          181         182         183          184          185
## (Intercept)      0.268282439  0.33277930  0.41340995  0.268282439  0.279225525
## demo$ethnicity1  0.265050895  0.08593415 -0.28007662  0.265050895  0.243393523
## demo$ethnicity2 -0.153061350 -0.07593618  0.17841345 -0.153061350 -0.137061938
## demo$ethnicity3 -0.268282439 -0.01698983  0.25325671 -0.268282439 -0.237558858
## demo$ethnicity4 -0.002517909 -0.03491686  0.01607723 -0.002517909 -0.005079301
## demo$ethnicity5 -0.162841077 -0.03172843  0.16068486 -0.162841077 -0.141651692
## demo$ethnicity6 -0.147586268 -0.03387788  0.14918070 -0.147586268 -0.140062688
## demo$ethnicity7  0.398384228  0.11166515 -0.41340995  0.398384228  0.363631618
## demo$ethnicity8 -0.026944326 -0.03400205  0.03911530 -0.026944326 -0.031174647
## demo$ethnicity9  0.231717561  0.07950140 -0.24674329  0.231717561  0.213333999
##                         186         187         188          189          190
## (Intercept)      0.26944354  0.39620182  0.31060921  0.268282439  0.268282439
## demo$ethnicity1  0.23277868 -0.15036848  0.13939079  0.265050895  0.265050895
## demo$ethnicity2 -0.14944042  0.07659572 -0.12791690 -0.153061350 -0.153061350
## demo$ethnicity3 -0.15833243  0.16629818 -0.06060921 -0.268282439 -0.268282439
## demo$ethnicity4 -0.03554581 -0.02476307 -0.03273240 -0.002517909 -0.002517909
## demo$ethnicity5 -0.12418100  0.09977336 -0.06288896 -0.162841077 -0.162841077
## demo$ethnicity6 -0.12765085  0.08862812 -0.06138946 -0.147586268 -0.147586268
## demo$ethnicity7  0.33055646 -0.22953515  0.18939079  0.398384228  0.398384228
## demo$ethnicity8 -0.05291932  0.02871509 -0.03679968 -0.026944326 -0.026944326
## demo$ethnicity9  0.20833424 -0.13057682  0.12689079  0.231717561  0.231717561
##                         191          192         193          194         195
## (Intercept)      0.34046993  0.265856753  0.26888014  0.268282439  0.41340995
## demo$ethnicity1  0.05921210  0.262362810  0.24081886  0.265050895 -0.28007662
## demo$ethnicity2 -0.06265764 -0.160379478 -0.14933399 -0.153061350  0.17841345
## demo$ethnicity3  0.01088142 -0.245448590 -0.18192361 -0.268282439  0.25325671
## demo$ethnicity4 -0.03607697 -0.008628739 -0.02973555 -0.002517909  0.01607723
## demo$ethnicity5 -0.01076456 -0.161650188 -0.13844425 -0.162841077  0.16068486
## demo$ethnicity6 -0.02077059 -0.145171997 -0.12987188 -0.147586268  0.14918070
## demo$ethnicity7  0.07129477  0.389315660  0.34650448  0.398384228 -0.41340995
## demo$ethnicity8 -0.02890837 -0.028751002 -0.04657936 -0.026944326  0.03911530
## demo$ethnicity9  0.05619143  0.230624598  0.21439746  0.231717561 -0.24674329
##                         196         197          198         199          200
## (Intercept)      0.26944354  0.27783821  0.268282439  0.26777255  0.270347851
## demo$ethnicity1  0.23277868  0.24478084  0.265050895  0.25484650  0.257871712
## demo$ethnicity2 -0.14944042 -0.13633252 -0.153061350 -0.14940516 -0.142258787
## demo$ethnicity3 -0.15833243 -0.23617154 -0.268282439 -0.22610588 -0.249939688
## demo$ethnicity4 -0.03554581 -0.00898299 -0.002517909 -0.01454985 -0.008181566
## demo$ethnicity5 -0.12418100 -0.14520265 -0.162841077 -0.15502186 -0.156461152
## demo$ethnicity6 -0.12765085 -0.13885711 -0.147586268 -0.14199788 -0.144597735
## demo$ethnicity7  0.33055646  0.36501893  0.398384228  0.37508459  0.384824563
## demo$ethnicity8 -0.05291932 -0.02978733 -0.026944326 -0.03522555 -0.033242100
## demo$ethnicity9  0.20833424  0.21472131  0.231717561  0.22478697  0.226133500
##                         201          202          203         204         205
## (Intercept)      0.30903434  0.265856753  0.268282439  0.37647049  0.27493012
## demo$ethnicity1  0.14096566  0.262362810  0.265050895 -0.05378142  0.22729211
## demo$ethnicity2 -0.10863369 -0.160379478 -0.153061350  0.03269755 -0.15415480
## demo$ethnicity3 -0.05903434 -0.245448590 -0.268282439  0.09411774 -0.16381901
## demo$ethnicity4 -0.04422942 -0.008628739 -0.002517909 -0.01713342 -0.03533438
## demo$ethnicity5 -0.06131409 -0.161650188 -0.162841077  0.04811594 -0.11895652
## demo$ethnicity6 -0.07052888 -0.145171997 -0.147586268  0.03738792 -0.12444368
## demo$ethnicity7  0.19096566  0.389315660  0.398384228 -0.09075621  0.32506988
## demo$ethnicity8 -0.03522481 -0.028751002 -0.026944326 -0.02650430 -0.04173923
## demo$ethnicity9  0.12846566  0.230624598  0.231717561 -0.04453772  0.20284766
##                         206          207          208         209         210
## (Intercept)      0.41340995  0.270347851  0.270347851  0.27143991  0.26944354
## demo$ethnicity1 -0.28007662  0.257871712  0.257871712  0.25117914  0.23277868
## demo$ethnicity2  0.17841345 -0.142258787 -0.142258787 -0.14243422 -0.14944042
## demo$ethnicity3  0.25325671 -0.249939688 -0.249939688 -0.22977324 -0.15833243
## demo$ethnicity4  0.01607723 -0.008181566 -0.008181566 -0.01316670 -0.03554581
## demo$ethnicity5  0.16068486 -0.156461152 -0.156461152 -0.14385485 -0.12418100
## demo$ethnicity6  0.14918070 -0.144597735 -0.144597735 -0.14310769 -0.12765085
## demo$ethnicity7 -0.41340995  0.384824563  0.384824563  0.37141724  0.33055646
## demo$ethnicity8  0.03911530 -0.033242100 -0.033242100 -0.03889291 -0.05291932
## demo$ethnicity9 -0.24674329  0.226133500  0.226133500  0.22111962  0.20833424
##                         211          212          213          214          215
## (Intercept)      0.41340995  0.265856753  0.268282439  0.268282439  0.268282439
## demo$ethnicity1 -0.28007662  0.262362810  0.265050895  0.265050895  0.265050895
## demo$ethnicity2  0.17841345 -0.160379478 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3  0.25325671 -0.245448590 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4  0.01607723 -0.008628739 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5  0.16068486 -0.161650188 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6  0.14918070 -0.145171997 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7 -0.41340995  0.389315660  0.398384228  0.398384228  0.398384228
## demo$ethnicity8  0.03911530 -0.028751002 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9 -0.24674329  0.230624598  0.231717561  0.231717561  0.231717561
##                         216          217          218          219          220
## (Intercept)      0.41340995  0.268282439  0.268282439  0.268282439  0.268282439
## demo$ethnicity1 -0.28007662  0.265050895  0.265050895  0.265050895  0.265050895
## demo$ethnicity2  0.17841345 -0.153061350 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3  0.25325671 -0.268282439 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4  0.01607723 -0.002517909 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5  0.16068486 -0.162841077 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6  0.14918070 -0.147586268 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7 -0.41340995  0.398384228  0.398384228  0.398384228  0.398384228
## demo$ethnicity8  0.03911530 -0.026944326 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9 -0.24674329  0.231717561  0.231717561  0.231717561  0.231717561
##                          221          222          223          224         225
## (Intercept)      0.268282439  0.268282439  0.268282439  0.269445154  0.28703778
## demo$ethnicity1  0.265050895  0.265050895  0.265050895  0.258774410  0.19769427
## demo$ethnicity2 -0.153061350 -0.153061350 -0.153061350 -0.153551212 -0.12274704
## demo$ethnicity3 -0.268282439 -0.268282439 -0.268282439 -0.249036991 -0.12424709
## demo$ethnicity4 -0.002517909 -0.002517909 -0.002517909 -0.007278868 -0.03509728
## demo$ethnicity5 -0.162841077 -0.162841077 -0.162841077 -0.150727536 -0.09880944
## demo$ethnicity6 -0.147586268 -0.147586268 -0.147586268 -0.146257269 -0.11244652
## demo$ethnicity7  0.398384228  0.398384228  0.398384228  0.385727260  0.27817961
## demo$ethnicity8 -0.026944326 -0.026944326 -0.026944326 -0.032339402 -0.04856369
## demo$ethnicity9  0.231717561  0.231717561  0.231717561  0.227036197  0.17757293
##                         226         227          228         229         230
## (Intercept)      0.27094104  0.29079833  0.265856753  0.41340995  0.41340995
## demo$ethnicity1  0.24552863  0.18366055  0.262362810 -0.28007662 -0.28007662
## demo$ethnicity2 -0.15389588 -0.13983459 -0.160379478  0.17841345  0.17841345
## demo$ethnicity3 -0.20711125 -0.10032214 -0.245448590  0.25325671  0.25325671
## demo$ethnicity4 -0.02180544 -0.04457460 -0.008628739  0.01607723  0.01607723
## demo$ethnicity5 -0.13451660 -0.09161606 -0.161650188  0.16068486  0.16068486
## demo$ethnicity6 -0.13475854 -0.09009896 -0.145171997  0.14918070  0.14918070
## demo$ethnicity7  0.35868859  0.25465622  0.389315660 -0.41340995 -0.41340995
## demo$ethnicity8 -0.04331523 -0.04085895 -0.028751002  0.03911530  0.03911530
## demo$ethnicity9  0.21723863  0.16591163  0.230624598 -0.24674329 -0.24674329
##                         231          232          233         234         235
## (Intercept)      0.26843717  0.268282439  0.265856753  0.26777255  0.41340995
## demo$ethnicity1  0.24803250  0.265050895  0.262362810  0.25484650 -0.28007662
## demo$ethnicity2 -0.14944106 -0.153061350 -0.160379478 -0.14940516  0.17841345
## demo$ethnicity3 -0.20460738 -0.268282439 -0.245448590 -0.22610588  0.25325671
## demo$ethnicity4 -0.01930157 -0.002517909 -0.008628739 -0.01454985  0.01607723
## demo$ethnicity5 -0.14694466 -0.162841077 -0.161650188 -0.15502186  0.16068486
## demo$ethnicity6 -0.13754857 -0.147586268 -0.145171997 -0.14199788  0.14918070
## demo$ethnicity7  0.36119246  0.398384228  0.389315660  0.37508459 -0.41340995
## demo$ethnicity8 -0.04081136 -0.026944326 -0.028751002 -0.03522555  0.03911530
## demo$ethnicity9  0.21974250  0.231717561  0.230624598  0.22478697 -0.24674329
##                         236          237         238          239         240
## (Intercept)      0.37407010  0.268282439  0.27645581  0.268282439  0.27143991
## demo$ethnicity1 -0.05138102  0.265050895  0.21748359  0.265050895  0.25117914
## demo$ethnicity2  0.01586717 -0.153061350 -0.14139970 -0.153061350 -0.14243422
## demo$ethnicity3  0.09651814 -0.268282439 -0.14009217 -0.268282439 -0.22977324
## demo$ethnicity4 -0.01473303 -0.002517909 -0.04243408 -0.002517909 -0.01316670
## demo$ethnicity5  0.05051633 -0.162841077 -0.11018438 -0.162841077 -0.14385485
## demo$ethnicity6  0.03978831 -0.147586268 -0.12007477 -0.147586268 -0.14310769
## demo$ethnicity7 -0.08835581  0.398384228  0.30687753  0.398384228  0.37141724
## demo$ethnicity8 -0.02410391 -0.026944326 -0.04912092 -0.026944326 -0.03889291
## demo$ethnicity9 -0.04213733  0.231717561  0.19513510  0.231717561  0.22111962
##                         241          242         243          244          245
## (Intercept)      0.26944354  0.268282439  0.28594694  0.268282439  0.269445154
## demo$ethnicity1  0.23277868  0.265050895  0.19878511  0.265050895  0.258774410
## demo$ethnicity2 -0.14944042 -0.153061350 -0.13507611 -0.153061350 -0.153551212
## demo$ethnicity3 -0.15833243 -0.268282439 -0.12315625 -0.268282439 -0.249036991
## demo$ethnicity4 -0.03554581 -0.002517909 -0.04001245 -0.002517909 -0.007278868
## demo$ethnicity5 -0.12418100 -0.162841077 -0.09771860 -0.162841077 -0.150727536
## demo$ethnicity6 -0.12765085 -0.147586268 -0.10791066 -0.147586268 -0.146257269
## demo$ethnicity7  0.33055646  0.398384228  0.27927045  0.398384228  0.385727260
## demo$ethnicity8 -0.05291932 -0.026944326 -0.04747285 -0.026944326 -0.032339402
## demo$ethnicity9  0.20833424  0.231717561  0.17866377  0.231717561  0.227036197
##                          246         247          248          249          250
## (Intercept)      0.268282439  0.26944354  0.343676983  0.268282439  0.268282439
## demo$ethnicity1  0.265050895  0.23277868  0.056005052  0.265050895  0.265050895
## demo$ethnicity2 -0.153061350 -0.14944042 -0.048623309 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.15833243  0.007674368 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.03554581 -0.027588117 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.12418100 -0.013971609 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.12765085 -0.023977644 -0.147586268 -0.147586268
## demo$ethnicity7  0.398384228  0.33055646  0.068087723  0.398384228  0.398384228
## demo$ethnicity8 -0.026944326 -0.05291932 -0.032115422 -0.026944326 -0.026944326
## demo$ethnicity9  0.231717561  0.20833424  0.052984384  0.231717561  0.231717561
##                         251          252         253          254         255
## (Intercept)      0.26843717  0.268282439  0.26684653  0.268282439  0.26944354
## demo$ethnicity1  0.24803250  0.265050895  0.25577252  0.265050895  0.23277868
## demo$ethnicity2 -0.14944106 -0.153061350 -0.16097913 -0.153061350 -0.14944042
## demo$ethnicity3 -0.20460738 -0.268282439 -0.22517986 -0.268282439 -0.15833243
## demo$ethnicity4 -0.01930157 -0.002517909 -0.01362382 -0.002517909 -0.03554581
## demo$ethnicity5 -0.14694466 -0.162841077 -0.14915756 -0.162841077 -0.12418100
## demo$ethnicity6 -0.13754857 -0.147586268 -0.14369124 -0.147586268 -0.12765085
## demo$ethnicity7  0.36119246  0.398384228  0.37601062  0.398384228  0.33055646
## demo$ethnicity8 -0.04081136 -0.026944326 -0.03429952 -0.026944326 -0.05291932
## demo$ethnicity9  0.21974250  0.231717561  0.22571300  0.231717561  0.20833424
##                         256         257         258         259         260
## (Intercept)      0.29079833  0.27366072  0.28332907  0.26662106  0.30764214
## demo$ethnicity1  0.18366055  0.24280894  0.21061032  0.25599799  0.17708991
## demo$ethnicity2 -0.13983459 -0.15397162 -0.14827297 -0.16075366 -0.10200940
## demo$ethnicity3 -0.10032214 -0.20983093 -0.14696544 -0.22495439 -0.14485144
## demo$ethnicity4 -0.04457460 -0.01910507 -0.03176349 -0.01315785 -0.02597960
## demo$ethnicity5 -0.09161606 -0.14194975 -0.11178005 -0.15398782 -0.09146571
## demo$ethnicity6 -0.09009896 -0.13448718 -0.11174979 -0.14096264 -0.09588124
## demo$ethnicity7  0.25465622  0.35596891  0.30000426  0.37623609  0.25757525
## demo$ethnicity8 -0.04085895 -0.03016190 -0.03890017 -0.03407405 -0.03408033
## demo$ethnicity9  0.16591163  0.21451895  0.18826183  0.22593847  0.15696858
##                          261          262         263         264         265
## (Intercept)      0.268282439  0.361388032  0.33223483  0.41340995  0.41340995
## demo$ethnicity1  0.265050895 -0.009007080  0.08647862 -0.28007662 -0.28007662
## demo$ethnicity2 -0.153061350 -0.017970665 -0.05872505  0.17841345  0.17841345
## demo$ethnicity3 -0.268282439  0.067183396 -0.01644536  0.25325671  0.25325671
## demo$ethnicity4 -0.002517909 -0.029593221 -0.04131684  0.01607723  0.01607723
## demo$ethnicity5 -0.162841077  0.030007056 -0.03118396  0.16068486  0.16068486
## demo$ethnicity6 -0.147586268  0.019508728 -0.04093145  0.14918070  0.14918070
## demo$ethnicity7  0.398384228 -0.028054699  0.11220961 -0.41340995 -0.41340995
## demo$ethnicity8 -0.026944326 -0.024086445 -0.03345759  0.03911530  0.03911530
## demo$ethnicity9  0.231717561 -0.004245175  0.08004587 -0.24674329 -0.24674329
##                          266          267          268          269
## (Intercept)      0.268282439  0.269445154  0.268282439  0.268282439
## demo$ethnicity1  0.265050895  0.258774410  0.265050895  0.265050895
## demo$ethnicity2 -0.153061350 -0.153551212 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.249036991 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.007278868 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.150727536 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.146257269 -0.147586268 -0.147586268
## demo$ethnicity7  0.398384228  0.385727260  0.398384228  0.398384228
## demo$ethnicity8 -0.026944326 -0.032339402 -0.026944326 -0.026944326
## demo$ethnicity9  0.231717561  0.227036197  0.231717561  0.231717561
##                          270         271         272          273          274
## (Intercept)      0.269445154  0.26719117  0.30540517  0.265856753  0.357138219
## demo$ethnicity1  0.258774410  0.24927849  0.15754489  0.262362810  0.020639559
## demo$ethnicity2 -0.153551212 -0.16101557 -0.10815176 -0.160379478 -0.020080831
## demo$ethnicity3 -0.249036991 -0.20336138 -0.08589298 -0.245448590  0.031750670
## demo$ethnicity4 -0.007278868 -0.02322353 -0.02810424 -0.008628739 -0.014391305
## demo$ethnicity5 -0.150727536 -0.14593916 -0.07634352 -0.161650188  0.002655119
## demo$ethnicity6 -0.146257269 -0.13362305 -0.08462706 -0.145171997 -0.007601861
## demo$ethnicity7  0.385727260  0.36243846  0.21840435  0.389315660  0.017861781
## demo$ethnicity8 -0.032339402 -0.03956536 -0.04368225 -0.028751002 -0.032695180
## demo$ethnicity9  0.227036197  0.22098850  0.14233002  0.230624598  0.021334004
##                         275         276          277          278          279
## (Intercept)      0.26719117  0.27583027  0.268282439  0.268282439  0.343724253
## demo$ethnicity1  0.24927849  0.23386873  0.265050895  0.265050895  0.055957782
## demo$ethnicity2 -0.16101557 -0.14312623 -0.153061350 -0.153061350 -0.048670579
## demo$ethnicity3 -0.20336138 -0.18887375 -0.268282439 -0.268282439  0.007627098
## demo$ethnicity4 -0.02322353 -0.02583912 -0.002517909 -0.002517909 -0.027635387
## demo$ethnicity5 -0.14593916 -0.13480637 -0.162841077 -0.162841077 -0.014018880
## demo$ethnicity6 -0.13362305 -0.12828201 -0.147586268 -0.147586268 -0.024024914
## demo$ethnicity7  0.36243846  0.33955434  0.398384228  0.398384228  0.068040453
## demo$ethnicity8 -0.03956536 -0.03726933 -0.026944326 -0.026944326 -0.032162692
## demo$ethnicity9  0.22098850  0.20744732  0.231717561  0.231717561  0.052937114
##                          280          281         282          283         284
## (Intercept)      0.409644943  0.268282439  0.41340995  0.268282439  0.27624584
## demo$ethnicity1 -0.214337025  0.265050895 -0.28007662  0.265050895  0.22597639
## demo$ethnicity2  0.142028069 -0.153061350  0.17841345 -0.153061350 -0.14195700
## demo$ethnicity3  0.203258283 -0.268282439  0.25325671 -0.268282439 -0.16513472
## demo$ethnicity4  0.007460548 -0.002517909  0.01607723 -0.002517909 -0.03123005
## demo$ethnicity5  0.124573686 -0.162841077  0.16068486 -0.162841077 -0.12000769
## demo$ethnicity6  0.113242537 -0.147586268  0.14918070 -0.147586268 -0.12856711
## demo$ethnicity7 -0.318735852  0.398384228 -0.41340995  0.398384228  0.32375416
## demo$ethnicity8  0.029698868 -0.026944326  0.03911530 -0.026944326 -0.04305495
## demo$ethnicity9 -0.188237318  0.231717561 -0.24674329  0.231717561  0.20153194
##                         285         286          287          288         289
## (Intercept)      0.26719117  0.28572582  0.268282439  0.265856753  0.26777255
## demo$ethnicity1  0.24927849  0.20821357  0.265050895  0.262362810  0.25484650
## demo$ethnicity2 -0.16101557 -0.13759783 -0.153061350 -0.160379478 -0.14940516
## demo$ethnicity3 -0.20336138 -0.14936219 -0.268282439 -0.245448590 -0.22610588
## demo$ethnicity4 -0.02322353 -0.02831228 -0.002517909 -0.008628739 -0.01454985
## demo$ethnicity5 -0.14593916 -0.11389884 -0.162841077 -0.161650188 -0.15502186
## demo$ethnicity6 -0.13362305 -0.11134989 -0.147586268 -0.145171997 -0.14199788
## demo$ethnicity7  0.36243846  0.29760751  0.398384228  0.389315660  0.37508459
## demo$ethnicity8 -0.03956536 -0.04129692 -0.026944326 -0.028751002 -0.03522555
## demo$ethnicity9  0.22098850  0.18586509  0.231717561  0.230624598  0.22478697
##                         290         291          292          293          294
## (Intercept)      0.26777255  0.41340995  0.268282439  0.268282439  0.268282439
## demo$ethnicity1  0.25484650 -0.28007662  0.265050895  0.265050895  0.265050895
## demo$ethnicity2 -0.14940516  0.17841345 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3 -0.22610588  0.25325671 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4 -0.01454985  0.01607723 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5 -0.15502186  0.16068486 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6 -0.14199788  0.14918070 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7  0.37508459 -0.41340995  0.398384228  0.398384228  0.398384228
## demo$ethnicity8 -0.03522555  0.03911530 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9  0.22478697 -0.24674329  0.231717561  0.231717561  0.231717561
##                          295          296         297         298         299
## (Intercept)      0.268282439  0.268282439  0.26944354  0.41340995  0.30816130
## demo$ethnicity1  0.265050895  0.265050895  0.23277868 -0.28007662  0.14183870
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14944042  0.17841345 -0.12442732
## demo$ethnicity3 -0.268282439 -0.268282439 -0.15833243  0.25325671 -0.05816130
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03554581  0.01607723 -0.04335638
## demo$ethnicity5 -0.162841077 -0.162841077 -0.12418100  0.16068486 -0.06044105
## demo$ethnicity6 -0.147586268 -0.147586268 -0.12765085  0.14918070 -0.06597937
## demo$ethnicity7  0.398384228  0.398384228  0.33055646 -0.41340995  0.19183870
## demo$ethnicity8 -0.026944326 -0.026944326 -0.05291932  0.03911530 -0.03435177
## demo$ethnicity9  0.231717561  0.231717561  0.20833424 -0.24674329  0.12933870
##                          300         301         302          303         304
## (Intercept)      0.268282439  0.41340995  0.27897006  0.268282439  0.26655873
## demo$ethnicity1  0.265050895 -0.28007662  0.23749960  0.265050895  0.25606032
## demo$ethnicity2 -0.153061350  0.17841345 -0.13628388 -0.153061350 -0.16069134
## demo$ethnicity3 -0.268282439  0.25325671 -0.21514027 -0.268282439 -0.22489206
## demo$ethnicity4 -0.002517909  0.01607723 -0.01407849 -0.002517909 -0.01838653
## demo$ethnicity5 -0.162841077  0.16068486 -0.13196361 -0.162841077 -0.15403772
## demo$ethnicity6 -0.147586268  0.14918070 -0.13712886 -0.147586268 -0.13816433
## demo$ethnicity7  0.398384228 -0.41340995  0.35065957  0.398384228  0.37629841
## demo$ethnicity8 -0.026944326  0.03911530 -0.03547124 -0.026944326 -0.03401173
## demo$ethnicity9  0.231717561 -0.24674329  0.20920961  0.231717561  0.22600079
##                         305          306         307         308         309
## (Intercept)      0.26684653  0.406025795  0.26866795  0.27028841  0.28912039
## demo$ethnicity1  0.25577252 -0.210717877  0.24780171  0.25233064  0.22057860
## demo$ethnicity2 -0.16097913  0.123908086 -0.14967185 -0.15378272 -0.11825845
## demo$ethnicity3 -0.22517986  0.206877431 -0.20483816 -0.22862175 -0.20216387
## demo$ethnicity4 -0.01362382 -0.006014321 -0.01978445 -0.01177470 -0.01188056
## demo$ethnicity5 -0.14915756  0.128192834 -0.14200189 -0.14282081 -0.12185915
## demo$ethnicity6 -0.14369124  0.116861685 -0.14033690 -0.14207245 -0.13028660
## demo$ethnicity7  0.37601062 -0.315116704  0.36096168  0.37256873  0.32626422
## demo$ethnicity8 -0.03429952  0.033318016 -0.04104215 -0.03774141 -0.03429929
## demo$ethnicity9  0.22571300 -0.184618170  0.21951172  0.22227111  0.19415720
##                         310         311          312
## (Intercept)      0.41340995  0.26944354  0.268282439
## demo$ethnicity1 -0.28007662  0.23277868  0.265050895
## demo$ethnicity2  0.17841345 -0.14944042 -0.153061350
## demo$ethnicity3  0.25325671 -0.15833243 -0.268282439
## demo$ethnicity4  0.01607723 -0.03554581 -0.002517909
## demo$ethnicity5  0.16068486 -0.12418100 -0.162841077
## demo$ethnicity6  0.14918070 -0.12765085 -0.147586268
## demo$ethnicity7 -0.41340995  0.33055646  0.398384228
## demo$ethnicity8  0.03911530 -0.05291932 -0.026944326
## demo$ethnicity9 -0.24674329  0.20833424  0.231717561
## 
## $f.perms
##              [,1]
##    [1,] 1.0185389
##    [2,] 0.5532924
##    [3,] 1.0668886
##    [4,] 0.8834842
##    [5,] 1.4274847
##    [6,] 0.4210398
##    [7,] 0.5176718
##    [8,] 0.8062656
##    [9,] 1.0322399
##   [10,] 0.4510769
##   [11,] 1.0218220
##   [12,] 0.9330209
##   [13,] 1.5549966
##   [14,] 0.3167529
##   [15,] 0.6323533
##   [16,] 0.7526256
##   [17,] 0.9529499
##   [18,] 0.9467851
##   [19,] 0.7510669
##   [20,] 0.7681105
##   [21,] 0.3904952
##   [22,] 1.7111106
##   [23,] 1.6476211
##   [24,] 0.6433216
##   [25,] 1.6027710
##   [26,] 0.6469565
##   [27,] 0.7648984
##   [28,] 1.1347651
##   [29,] 1.1507292
##   [30,] 1.2624413
##   [31,] 1.1295293
##   [32,] 0.4692463
##   [33,] 1.5891278
##   [34,] 0.6634697
##   [35,] 0.3798144
##   [36,] 1.2106976
##   [37,] 1.7011937
##   [38,] 0.7319480
##   [39,] 0.5118119
##   [40,] 1.0697711
##   [41,] 1.5902948
##   [42,] 1.1989711
##   [43,] 1.6869272
##   [44,] 1.1535703
##   [45,] 1.6759167
##   [46,] 0.8899714
##   [47,] 0.7268960
##   [48,] 1.0142279
##   [49,] 0.7622049
##   [50,] 0.6874806
##   [51,] 1.2786741
##   [52,] 1.1212481
##   [53,] 0.5626278
##   [54,] 1.1669235
##   [55,] 2.6933075
##   [56,] 0.5803355
##   [57,] 0.5729044
##   [58,] 0.9890693
##   [59,] 0.4696450
##   [60,] 0.5425828
##   [61,] 0.7700289
##   [62,] 0.8369883
##   [63,] 0.6151565
##   [64,] 1.5643391
##   [65,] 0.9051864
##   [66,] 0.8366287
##   [67,] 0.7131490
##   [68,] 1.1244403
##   [69,] 0.3696459
##   [70,] 0.6486437
##   [71,] 1.5622885
##   [72,] 0.4423103
##   [73,] 0.6925398
##   [74,] 1.1999071
##   [75,] 2.1991462
##   [76,] 0.5219578
##   [77,] 1.2695938
##   [78,] 0.9528737
##   [79,] 0.8550153
##   [80,] 0.7916228
##   [81,] 0.9961829
##   [82,] 1.2782493
##   [83,] 1.0522375
##   [84,] 1.2463152
##   [85,] 1.7309931
##   [86,] 0.4948795
##   [87,] 0.6896022
##   [88,] 0.8455967
##   [89,] 0.9754894
##   [90,] 0.4237620
##   [91,] 1.3709918
##   [92,] 1.4619204
##   [93,] 1.3139474
##   [94,] 0.9857476
##   [95,] 1.4557253
##   [96,] 0.9566657
##   [97,] 2.5707688
##   [98,] 0.2912272
##   [99,] 0.6423025
##  [100,] 1.9500070
##  [101,] 0.9412242
##  [102,] 2.0859732
##  [103,] 0.6600342
##  [104,] 0.8393942
##  [105,] 1.1905101
##  [106,] 0.3567339
##  [107,] 1.8561258
##  [108,] 1.4346906
##  [109,] 0.5531913
##  [110,] 0.7937377
##  [111,] 1.1890322
##  [112,] 0.5835760
##  [113,] 0.6717869
##  [114,] 1.1483208
##  [115,] 0.5095976
##  [116,] 0.8292253
##  [117,] 2.1347402
##  [118,] 0.7336228
##  [119,] 0.9474298
##  [120,] 0.4344986
##  [121,] 0.5164022
##  [122,] 2.6405604
##  [123,] 1.4110079
##  [124,] 1.3284261
##  [125,] 0.7089061
##  [126,] 0.4602756
##  [127,] 1.0323834
##  [128,] 0.7901492
##  [129,] 0.5252871
##  [130,] 0.3375967
##  [131,] 0.5872102
##  [132,] 0.5567209
##  [133,] 0.7563936
##  [134,] 0.8678412
##  [135,] 1.1583154
##  [136,] 0.5544156
##  [137,] 1.2304138
##  [138,] 1.4330817
##  [139,] 1.0545477
##  [140,] 1.9915397
##  [141,] 0.7085607
##  [142,] 1.3326302
##  [143,] 1.2920749
##  [144,] 1.3729026
##  [145,] 0.6391017
##  [146,] 0.7320731
##  [147,] 0.6980545
##  [148,] 0.4343858
##  [149,] 1.1878802
##  [150,] 0.6115918
##  [151,] 1.5131509
##  [152,] 0.8131214
##  [153,] 0.9362174
##  [154,] 0.6124230
##  [155,] 0.4711817
##  [156,] 1.2435152
##  [157,] 2.6163397
##  [158,] 0.7191559
##  [159,] 0.5184280
##  [160,] 0.6089200
##  [161,] 1.1287128
##  [162,] 2.0098927
##  [163,] 1.0264560
##  [164,] 0.7004927
##  [165,] 0.3924207
##  [166,] 1.0175880
##  [167,] 0.7516200
##  [168,] 1.7745479
##  [169,] 0.6536501
##  [170,] 0.6628912
##  [171,] 0.8355046
##  [172,] 1.8369556
##  [173,] 0.6747080
##  [174,] 0.4474402
##  [175,] 1.1584169
##  [176,] 1.0625489
##  [177,] 0.6474895
##  [178,] 1.0359439
##  [179,] 1.8174857
##  [180,] 0.6624267
##  [181,] 0.5980025
##  [182,] 0.6871534
##  [183,] 0.5574363
##  [184,] 0.4668999
##  [185,] 0.8423199
##  [186,] 0.4311838
##  [187,] 0.4729564
##  [188,] 1.0935835
##  [189,] 1.3389965
##  [190,] 0.5764259
##  [191,] 1.0105250
##  [192,] 0.6001235
##  [193,] 0.5256446
##  [194,] 0.8099752
##  [195,] 0.2843186
##  [196,] 0.7701690
##  [197,] 1.2108085
##  [198,] 2.4766348
##  [199,] 0.7005987
##  [200,] 0.9208395
##  [201,] 2.0596653
##  [202,] 1.3913299
##  [203,] 0.7790751
##  [204,] 0.7356871
##  [205,] 2.5553035
##  [206,] 1.2465011
##  [207,] 0.8550911
##  [208,] 1.3222318
##  [209,] 0.3916231
##  [210,] 1.0869803
##  [211,] 0.3282809
##  [212,] 0.9555986
##  [213,] 0.7930647
##  [214,] 0.5500864
##  [215,] 1.9103690
##  [216,] 0.4436790
##  [217,] 0.4480576
##  [218,] 1.2964551
##  [219,] 0.9336811
##  [220,] 1.0444683
##  [221,] 0.4015544
##  [222,] 0.8820619
##  [223,] 1.1361172
##  [224,] 1.0057140
##  [225,] 3.5339386
##  [226,] 3.2422349
##  [227,] 1.1713482
##  [228,] 0.7374000
##  [229,] 1.7914384
##  [230,] 1.6267983
##  [231,] 0.7227985
##  [232,] 0.8441481
##  [233,] 1.0514398
##  [234,] 1.0552249
##  [235,] 1.6301739
##  [236,] 1.3825498
##  [237,] 1.8890056
##  [238,] 1.0621983
##  [239,] 1.2112946
##  [240,] 1.1381676
##  [241,] 1.0627190
##  [242,] 1.4904346
##  [243,] 0.5123581
##  [244,] 0.6717119
##  [245,] 1.0919865
##  [246,] 0.6741670
##  [247,] 1.5053636
##  [248,] 2.0953744
##  [249,] 2.5280063
##  [250,] 1.3992834
##  [251,] 1.0013203
##  [252,] 0.7851331
##  [253,] 1.2113319
##  [254,] 1.9304498
##  [255,] 1.0764647
##  [256,] 1.0837583
##  [257,] 1.0043012
##  [258,] 0.4858271
##  [259,] 1.9317612
##  [260,] 1.0557387
##  [261,] 0.4007285
##  [262,] 1.2098290
##  [263,] 0.6514744
##  [264,] 0.2544073
##  [265,] 1.7043381
##  [266,] 1.6938543
##  [267,] 1.1506841
##  [268,] 0.8036146
##  [269,] 0.8715500
##  [270,] 0.9904502
##  [271,] 2.6044858
##  [272,] 0.8725691
##  [273,] 0.9737356
##  [274,] 1.0865865
##  [275,] 1.3094678
##  [276,] 1.1014489
##  [277,] 1.1675075
##  [278,] 0.7373205
##  [279,] 1.4914778
##  [280,] 0.7247474
##  [281,] 1.0076561
##  [282,] 0.8243449
##  [283,] 0.8977787
##  [284,] 0.8713103
##  [285,] 0.3875564
##  [286,] 2.5207921
##  [287,] 1.0910766
##  [288,] 1.6208947
##  [289,] 1.0775879
##  [290,] 1.4727630
##  [291,] 2.2095931
##  [292,] 0.5094913
##  [293,] 0.7397609
##  [294,] 0.4570060
##  [295,] 1.0535290
##  [296,] 0.9762512
##  [297,] 1.2570598
##  [298,] 0.6726984
##  [299,] 1.0863692
##  [300,] 2.1398343
##  [301,] 1.0342674
##  [302,] 0.5790717
##  [303,] 1.7452152
##  [304,] 0.4962942
##  [305,] 0.9536728
##  [306,] 1.6526165
##  [307,] 0.9742987
##  [308,] 1.4010895
##  [309,] 0.6968846
##  [310,] 0.6862598
##  [311,] 0.6938008
##  [312,] 1.2194905
##  [313,] 2.0323345
##  [314,] 1.2734134
##  [315,] 1.1530709
##  [316,] 1.3789567
##  [317,] 2.3272511
##  [318,] 1.8626148
##  [319,] 1.5078073
##  [320,] 0.4200545
##  [321,] 0.6249755
##  [322,] 0.6535802
##  [323,] 0.6777598
##  [324,] 1.3612293
##  [325,] 0.5307594
##  [326,] 1.3311397
##  [327,] 1.9802329
##  [328,] 1.1822762
##  [329,] 0.4953659
##  [330,] 1.6683250
##  [331,] 1.2508899
##  [332,] 1.2901303
##  [333,] 0.4572234
##  [334,] 1.4018177
##  [335,] 1.2757780
##  [336,] 0.9792412
##  [337,] 1.3002876
##  [338,] 1.2782801
##  [339,] 1.3947674
##  [340,] 0.7160352
##  [341,] 0.4578892
##  [342,] 0.6443274
##  [343,] 0.4740136
##  [344,] 0.9305027
##  [345,] 0.8440794
##  [346,] 0.2725144
##  [347,] 2.2511189
##  [348,] 0.4443215
##  [349,] 0.8901792
##  [350,] 1.2974481
##  [351,] 0.8719222
##  [352,] 0.7187697
##  [353,] 1.8881152
##  [354,] 0.6760703
##  [355,] 1.3173435
##  [356,] 0.2235644
##  [357,] 0.6143110
##  [358,] 0.5794297
##  [359,] 1.2965123
##  [360,] 0.5911778
##  [361,] 0.7570557
##  [362,] 1.2024695
##  [363,] 1.6832535
##  [364,] 0.5370773
##  [365,] 0.4331564
##  [366,] 1.2625456
##  [367,] 1.1243805
##  [368,] 0.6738131
##  [369,] 0.7640565
##  [370,] 0.9803976
##  [371,] 0.9874122
##  [372,] 0.3632133
##  [373,] 1.0699418
##  [374,] 1.3894467
##  [375,] 0.5129867
##  [376,] 2.8626779
##  [377,] 2.3203880
##  [378,] 1.0574876
##  [379,] 0.9524898
##  [380,] 0.3829026
##  [381,] 1.3791307
##  [382,] 0.9376719
##  [383,] 0.7973687
##  [384,] 1.2877592
##  [385,] 0.9096763
##  [386,] 1.0145790
##  [387,] 0.4972179
##  [388,] 0.7737485
##  [389,] 0.9746665
##  [390,] 0.9926033
##  [391,] 0.6885921
##  [392,] 0.3415815
##  [393,] 0.5295259
##  [394,] 1.5397559
##  [395,] 0.5794512
##  [396,] 0.8435864
##  [397,] 0.6795489
##  [398,] 1.1451854
##  [399,] 0.7254990
##  [400,] 0.2956584
##  [401,] 0.6504647
##  [402,] 1.5843590
##  [403,] 1.2183588
##  [404,] 1.1907143
##  [405,] 1.1440055
##  [406,] 0.9193718
##  [407,] 1.2498960
##  [408,] 1.4694883
##  [409,] 0.6692666
##  [410,] 0.7093485
##  [411,] 0.5673585
##  [412,] 0.7691280
##  [413,] 0.3750873
##  [414,] 1.7272507
##  [415,] 0.7566406
##  [416,] 0.4950582
##  [417,] 1.2032149
##  [418,] 0.7794035
##  [419,] 2.3982433
##  [420,] 0.3936671
##  [421,] 1.3135687
##  [422,] 0.5539232
##  [423,] 0.6810566
##  [424,] 1.0996885
##  [425,] 0.4063990
##  [426,] 0.3909593
##  [427,] 0.8273638
##  [428,] 1.8018470
##  [429,] 0.5873062
##  [430,] 1.3381171
##  [431,] 1.6379562
##  [432,] 1.2808974
##  [433,] 1.0296414
##  [434,] 1.3128073
##  [435,] 0.9369593
##  [436,] 1.6288705
##  [437,] 1.4980570
##  [438,] 0.9654818
##  [439,] 0.8106328
##  [440,] 0.3890370
##  [441,] 0.7486597
##  [442,] 0.7972198
##  [443,] 1.4373146
##  [444,] 0.9770818
##  [445,] 0.7451979
##  [446,] 1.0569812
##  [447,] 1.8376830
##  [448,] 1.1084907
##  [449,] 1.3686757
##  [450,] 0.6113679
##  [451,] 1.4908890
##  [452,] 0.4471577
##  [453,] 1.6577476
##  [454,] 1.2927853
##  [455,] 0.7275898
##  [456,] 0.8582998
##  [457,] 1.1254179
##  [458,] 1.4165768
##  [459,] 1.7159937
##  [460,] 1.1308008
##  [461,] 0.5886207
##  [462,] 1.6208519
##  [463,] 1.3555903
##  [464,] 0.9658793
##  [465,] 1.1057322
##  [466,] 1.7174856
##  [467,] 1.6255232
##  [468,] 1.1801888
##  [469,] 0.9050343
##  [470,] 0.7543419
##  [471,] 0.9134379
##  [472,] 1.6525793
##  [473,] 1.5598806
##  [474,] 1.8268385
##  [475,] 1.5788181
##  [476,] 0.5384768
##  [477,] 0.9923723
##  [478,] 0.9103330
##  [479,] 0.4269273
##  [480,] 2.3537260
##  [481,] 0.9279908
##  [482,] 0.8931778
##  [483,] 1.4673272
##  [484,] 1.2486922
##  [485,] 1.9444618
##  [486,] 0.8203242
##  [487,] 1.2939623
##  [488,] 1.4898090
##  [489,] 0.3951058
##  [490,] 0.7305508
##  [491,] 0.9495171
##  [492,] 1.5661761
##  [493,] 1.0631092
##  [494,] 2.1777527
##  [495,] 0.2783383
##  [496,] 1.3606862
##  [497,] 1.3507124
##  [498,] 0.9000844
##  [499,] 1.2706144
##  [500,] 0.3638554
##  [501,] 1.4774635
##  [502,] 0.6480591
##  [503,] 1.2270675
##  [504,] 0.9201212
##  [505,] 1.3997992
##  [506,] 0.3664895
##  [507,] 1.2386877
##  [508,] 0.6565390
##  [509,] 1.2897885
##  [510,] 0.7657982
##  [511,] 1.9312300
##  [512,] 1.3487043
##  [513,] 2.7678074
##  [514,] 0.8569693
##  [515,] 2.1745333
##  [516,] 0.5018549
##  [517,] 1.5929735
##  [518,] 0.7244264
##  [519,] 1.0589272
##  [520,] 1.3729748
##  [521,] 0.9864801
##  [522,] 1.7313868
##  [523,] 1.0230406
##  [524,] 0.6230671
##  [525,] 1.2167117
##  [526,] 1.7133102
##  [527,] 0.7946453
##  [528,] 0.8999729
##  [529,] 1.1648962
##  [530,] 0.5322460
##  [531,] 0.9256138
##  [532,] 0.4789219
##  [533,] 0.8310489
##  [534,] 0.6968636
##  [535,] 1.0920465
##  [536,] 1.0673632
##  [537,] 1.0047962
##  [538,] 0.9143226
##  [539,] 0.7441537
##  [540,] 1.2710461
##  [541,] 0.6642572
##  [542,] 0.6147859
##  [543,] 0.8478595
##  [544,] 1.2018351
##  [545,] 0.3384108
##  [546,] 0.6554242
##  [547,] 1.2993244
##  [548,] 1.3584049
##  [549,] 1.2886027
##  [550,] 1.2303000
##  [551,] 1.2889155
##  [552,] 0.3732809
##  [553,] 1.0381667
##  [554,] 0.5349458
##  [555,] 0.9101117
##  [556,] 0.7129607
##  [557,] 1.0475309
##  [558,] 1.2635389
##  [559,] 0.7065886
##  [560,] 2.2964646
##  [561,] 1.6565827
##  [562,] 0.9132169
##  [563,] 0.5214767
##  [564,] 0.9975558
##  [565,] 1.0004884
##  [566,] 1.2988720
##  [567,] 0.7224640
##  [568,] 0.6269226
##  [569,] 0.5221535
##  [570,] 0.5326930
##  [571,] 0.7064153
##  [572,] 1.0615194
##  [573,] 1.7185765
##  [574,] 0.8045510
##  [575,] 0.4527897
##  [576,] 1.0085624
##  [577,] 0.8161214
##  [578,] 2.0867975
##  [579,] 1.4441283
##  [580,] 1.3800546
##  [581,] 1.0323440
##  [582,] 0.7914029
##  [583,] 0.9103335
##  [584,] 0.8965548
##  [585,] 1.0455738
##  [586,] 1.8166927
##  [587,] 1.0419884
##  [588,] 1.1577353
##  [589,] 1.1396212
##  [590,] 1.7437787
##  [591,] 0.6058557
##  [592,] 1.5865595
##  [593,] 0.3966321
##  [594,] 0.8774362
##  [595,] 2.1594952
##  [596,] 0.4188401
##  [597,] 1.3177785
##  [598,] 0.7144693
##  [599,] 0.6701911
##  [600,] 1.1826800
##  [601,] 1.3359937
##  [602,] 0.3974503
##  [603,] 1.1961842
##  [604,] 1.3707679
##  [605,] 0.3084174
##  [606,] 1.1321995
##  [607,] 1.0590905
##  [608,] 0.5161944
##  [609,] 1.4912015
##  [610,] 0.6043364
##  [611,] 1.2730184
##  [612,] 2.9656066
##  [613,] 0.8405737
##  [614,] 1.5607497
##  [615,] 0.5567437
##  [616,] 0.7898544
##  [617,] 0.8454617
##  [618,] 0.8609104
##  [619,] 1.5110630
##  [620,] 0.8503798
##  [621,] 0.5334748
##  [622,] 0.7391122
##  [623,] 1.6725646
##  [624,] 0.6848775
##  [625,] 1.4516714
##  [626,] 0.9989571
##  [627,] 0.9650827
##  [628,] 0.9205790
##  [629,] 1.1507717
##  [630,] 1.0869379
##  [631,] 0.2549898
##  [632,] 1.7484777
##  [633,] 1.0035166
##  [634,] 1.1047675
##  [635,] 0.4425458
##  [636,] 0.6585113
##  [637,] 0.3302133
##  [638,] 1.0559059
##  [639,] 1.0512902
##  [640,] 0.9918309
##  [641,] 0.3912881
##  [642,] 1.0225279
##  [643,] 0.3836049
##  [644,] 0.9293130
##  [645,] 1.5129448
##  [646,] 0.8706060
##  [647,] 1.2226980
##  [648,] 1.1744190
##  [649,] 0.9641765
##  [650,] 0.6933316
##  [651,] 1.3107749
##  [652,] 1.3904835
##  [653,] 1.3495819
##  [654,] 1.7713682
##  [655,] 1.3798806
##  [656,] 0.9702849
##  [657,] 0.8857861
##  [658,] 1.6822703
##  [659,] 1.2927639
##  [660,] 0.5567574
##  [661,] 1.4704818
##  [662,] 0.6973516
##  [663,] 1.7736736
##  [664,] 1.0008744
##  [665,] 1.7031170
##  [666,] 0.6735612
##  [667,] 0.6052007
##  [668,] 0.8242143
##  [669,] 0.9840830
##  [670,] 0.6139767
##  [671,] 1.4872514
##  [672,] 0.5300186
##  [673,] 0.8656083
##  [674,] 1.4728763
##  [675,] 0.5416969
##  [676,] 0.4887240
##  [677,] 1.0896531
##  [678,] 1.8969890
##  [679,] 1.4953073
##  [680,] 1.0204333
##  [681,] 1.1097929
##  [682,] 0.6411150
##  [683,] 0.3741752
##  [684,] 1.5959044
##  [685,] 0.7085167
##  [686,] 0.4502499
##  [687,] 1.1548235
##  [688,] 0.6855010
##  [689,] 0.8290672
##  [690,] 0.7867695
##  [691,] 0.4802872
##  [692,] 0.2648385
##  [693,] 0.6915588
##  [694,] 1.3655719
##  [695,] 1.2170157
##  [696,] 0.7152302
##  [697,] 1.2548770
##  [698,] 0.8228775
##  [699,] 0.9017804
##  [700,] 0.5392628
##  [701,] 1.0678265
##  [702,] 1.4947517
##  [703,] 0.9596315
##  [704,] 0.5773614
##  [705,] 0.8141306
##  [706,] 0.7561078
##  [707,] 0.5776244
##  [708,] 0.9363099
##  [709,] 1.4883205
##  [710,] 1.8543211
##  [711,] 1.1370057
##  [712,] 0.6569452
##  [713,] 0.3216394
##  [714,] 1.3313674
##  [715,] 1.0820198
##  [716,] 1.1768464
##  [717,] 1.3441989
##  [718,] 0.7661295
##  [719,] 0.5544402
##  [720,] 0.5330798
##  [721,] 1.7806261
##  [722,] 0.5008790
##  [723,] 1.1243671
##  [724,] 0.4708195
##  [725,] 1.1011348
##  [726,] 0.5854430
##  [727,] 0.8747919
##  [728,] 0.5147706
##  [729,] 1.8644019
##  [730,] 0.4703352
##  [731,] 1.1613621
##  [732,] 0.6841779
##  [733,] 1.5176171
##  [734,] 1.0240079
##  [735,] 0.9929902
##  [736,] 1.2998176
##  [737,] 0.9132744
##  [738,] 1.6706646
##  [739,] 2.3433074
##  [740,] 0.4392626
##  [741,] 0.8927640
##  [742,] 0.8734028
##  [743,] 1.4889026
##  [744,] 2.1164367
##  [745,] 0.7764216
##  [746,] 1.2203508
##  [747,] 0.4663317
##  [748,] 1.1490711
##  [749,] 0.6780649
##  [750,] 0.7496580
##  [751,] 1.4146939
##  [752,] 0.4685752
##  [753,] 0.7181285
##  [754,] 1.2395272
##  [755,] 0.7963351
##  [756,] 0.6897108
##  [757,] 0.7494854
##  [758,] 0.4384716
##  [759,] 0.5379867
##  [760,] 0.8877081
##  [761,] 0.4796525
##  [762,] 1.5688731
##  [763,] 1.5560761
##  [764,] 0.8822848
##  [765,] 1.2271003
##  [766,] 1.7881912
##  [767,] 0.9455478
##  [768,] 1.8348778
##  [769,] 1.1343908
##  [770,] 0.3173672
##  [771,] 0.7404864
##  [772,] 0.5600985
##  [773,] 0.6231207
##  [774,] 1.0993618
##  [775,] 1.0425172
##  [776,] 1.2942521
##  [777,] 2.0606896
##  [778,] 0.7521419
##  [779,] 0.5749805
##  [780,] 0.3943448
##  [781,] 0.6240242
##  [782,] 1.3420692
##  [783,] 0.8904796
##  [784,] 2.8480634
##  [785,] 0.9960279
##  [786,] 1.6918148
##  [787,] 1.1135252
##  [788,] 0.9557259
##  [789,] 0.9904958
##  [790,] 1.1292149
##  [791,] 1.1829120
##  [792,] 0.4840639
##  [793,] 0.5828472
##  [794,] 1.4312965
##  [795,] 0.8506437
##  [796,] 0.9208208
##  [797,] 0.3686417
##  [798,] 0.3148885
##  [799,] 0.4929317
##  [800,] 2.2236721
##  [801,] 1.1312004
##  [802,] 0.3920227
##  [803,] 1.2878525
##  [804,] 0.4938022
##  [805,] 0.7237703
##  [806,] 0.4007439
##  [807,] 1.2116273
##  [808,] 0.8385883
##  [809,] 0.4334847
##  [810,] 0.8722813
##  [811,] 1.3789070
##  [812,] 0.3285522
##  [813,] 0.4898726
##  [814,] 0.5178644
##  [815,] 0.6331753
##  [816,] 1.1739898
##  [817,] 1.0685867
##  [818,] 1.2134871
##  [819,] 1.0675916
##  [820,] 1.3014576
##  [821,] 0.9722508
##  [822,] 1.4116892
##  [823,] 1.0187163
##  [824,] 1.3998683
##  [825,] 0.5740467
##  [826,] 0.8387188
##  [827,] 0.7351636
##  [828,] 0.6539272
##  [829,] 1.0681826
##  [830,] 1.3554685
##  [831,] 2.0135319
##  [832,] 0.9650737
##  [833,] 0.6933910
##  [834,] 0.7688729
##  [835,] 0.6729326
##  [836,] 1.0586352
##  [837,] 1.6685715
##  [838,] 0.4638065
##  [839,] 1.6185696
##  [840,] 0.5240951
##  [841,] 1.4685100
##  [842,] 1.1631603
##  [843,] 0.6154232
##  [844,] 0.8430198
##  [845,] 0.5240484
##  [846,] 0.9463689
##  [847,] 1.4116577
##  [848,] 0.8402984
##  [849,] 0.7644944
##  [850,] 0.6622143
##  [851,] 0.8453612
##  [852,] 0.9264268
##  [853,] 0.6608131
##  [854,] 1.4487953
##  [855,] 1.1484208
##  [856,] 0.5735672
##  [857,] 0.6245386
##  [858,] 2.3282745
##  [859,] 0.8968286
##  [860,] 0.5188068
##  [861,] 1.8142151
##  [862,] 1.4872402
##  [863,] 0.6858551
##  [864,] 0.9433217
##  [865,] 0.6093424
##  [866,] 0.8813213
##  [867,] 1.5286460
##  [868,] 1.2761855
##  [869,] 0.7157759
##  [870,] 0.4573475
##  [871,] 1.2079216
##  [872,] 1.0898752
##  [873,] 0.2395347
##  [874,] 1.0283278
##  [875,] 1.0264416
##  [876,] 1.7393224
##  [877,] 0.4739910
##  [878,] 1.8935563
##  [879,] 1.2660735
##  [880,] 0.7812974
##  [881,] 0.9145711
##  [882,] 1.4276489
##  [883,] 0.6756575
##  [884,] 0.6530931
##  [885,] 0.3035407
##  [886,] 1.6229215
##  [887,] 1.2325089
##  [888,] 1.1593672
##  [889,] 1.1947590
##  [890,] 1.4075135
##  [891,] 0.6872457
##  [892,] 1.2018037
##  [893,] 0.8500584
##  [894,] 0.2851430
##  [895,] 0.6846550
##  [896,] 2.0892925
##  [897,] 0.6079733
##  [898,] 1.0202423
##  [899,] 0.4852538
##  [900,] 0.6149516
##  [901,] 0.7386913
##  [902,] 0.7171271
##  [903,] 0.8280398
##  [904,] 1.2985638
##  [905,] 1.3695460
##  [906,] 0.6303295
##  [907,] 0.6702690
##  [908,] 0.4605312
##  [909,] 0.7717521
##  [910,] 0.5353055
##  [911,] 0.3534650
##  [912,] 3.2016931
##  [913,] 3.3129794
##  [914,] 0.5372197
##  [915,] 0.7875302
##  [916,] 0.4312628
##  [917,] 0.9081750
##  [918,] 0.4028763
##  [919,] 0.3634248
##  [920,] 1.6127346
##  [921,] 0.7529026
##  [922,] 0.3406370
##  [923,] 1.8735595
##  [924,] 1.3045984
##  [925,] 0.8631109
##  [926,] 1.1261966
##  [927,] 0.4122756
##  [928,] 1.0840083
##  [929,] 0.9001377
##  [930,] 1.7763285
##  [931,] 0.4981228
##  [932,] 0.7026061
##  [933,] 0.9569963
##  [934,] 0.4005158
##  [935,] 0.5129395
##  [936,] 0.6632078
##  [937,] 1.5124178
##  [938,] 0.5888281
##  [939,] 1.8753048
##  [940,] 0.8443459
##  [941,] 1.2726720
##  [942,] 0.8886696
##  [943,] 0.5436170
##  [944,] 0.7426442
##  [945,] 0.8259584
##  [946,] 0.9153232
##  [947,] 0.6995827
##  [948,] 0.9199733
##  [949,] 1.3564963
##  [950,] 1.5419689
##  [951,] 0.8917743
##  [952,] 0.7401513
##  [953,] 0.5655613
##  [954,] 0.7493938
##  [955,] 1.3874863
##  [956,] 1.3407852
##  [957,] 1.3341971
##  [958,] 0.7062172
##  [959,] 0.8944695
##  [960,] 1.2604435
##  [961,] 1.0577595
##  [962,] 1.7984141
##  [963,] 1.2621349
##  [964,] 0.8110349
##  [965,] 0.5164165
##  [966,] 0.8749383
##  [967,] 0.3649608
##  [968,] 0.3242714
##  [969,] 1.0561814
##  [970,] 0.4558873
##  [971,] 0.9137341
##  [972,] 0.5488741
##  [973,] 0.6136485
##  [974,] 0.5684415
##  [975,] 0.6540088
##  [976,] 1.6211018
##  [977,] 0.5767469
##  [978,] 0.5119073
##  [979,] 0.8548722
##  [980,] 1.0424170
##  [981,] 0.8803022
##  [982,] 0.9282875
##  [983,] 1.0372685
##  [984,] 0.9191953
##  [985,] 1.6876098
##  [986,] 0.9636847
##  [987,] 0.7790810
##  [988,] 1.7693173
##  [989,] 0.8537624
##  [990,] 0.9457349
##  [991,] 1.2766875
##  [992,] 2.5304097
##  [993,] 1.4144024
##  [994,] 0.6728898
##  [995,] 1.6439005
##  [996,] 0.8886112
##  [997,] 2.2076364
##  [998,] 0.9080346
##  [999,] 0.6173287
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## cm ~ demo$ethnicity
## attr(,"variables")
## list(cm, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## cm                          0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Career Motivation across ethnicity.


Intrinsic Motivation

Now, Intrinsic Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)    
## demo$ethnicity   9    1.0516 0.116849  4.5473 0.11934  0.001 ***
## Residuals      302    7.7602 0.025696         0.88066           
## Total          311    8.8119                  1.00000           
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = im ~ demo$ethnicity)
## 
## $coefficients
##                        im1        im2        im3           im4        im5
## (Intercept)      3.6857502  3.6621193  3.6238224  3.5009358518  3.4815337
## demo$ethnicity1 -1.6857502 -1.6621193 -1.8238224 -1.7009358518 -1.6815337
## demo$ethnicity2  0.8142498  0.3378807  0.3761776  0.7490641482  0.5184663
## demo$ethnicity3  1.3142498  1.3378807  1.3761776  1.4990641482  1.5184663
## demo$ethnicity4  0.4253609  0.4489918  0.4872887  0.3879530371  0.4073552
## demo$ethnicity5  0.8698053  0.4489918  0.5983998  0.3879530371  0.8517997
## demo$ethnicity6  0.6083674  0.3378807  0.3761776  0.3814170894  0.5184663
## demo$ethnicity7 -1.6857502 -0.6621193 -0.6238224 -1.5009358518 -1.4815337
## demo$ethnicity8 -0.6857502 -0.3287859 -0.9571557 -0.5009358518 -0.8148670
## demo$ethnicity9 -0.4357502 -0.6621193 -0.1238224 -0.0009358518 -0.2315337
## 
## $coef.sites
##                           1           2           3            4           5
## (Intercept)      0.19548277  0.18752244  0.17901816  0.224716358  0.18554266
## demo$ethnicity1  0.31701723  0.28205798  0.30760392  0.198010915  0.31517162
## demo$ethnicity2 -0.09952318 -0.10788497 -0.11368147 -0.067678543 -0.11006509
## demo$ethnicity3 -0.19548277 -0.05115881 -0.09206164  0.025283642 -0.14387600
## demo$ethnicity4 -0.07901693 -0.06256408 -0.08487171 -0.038917018 -0.07692663
## demo$ethnicity5 -0.10264439 -0.07405962 -0.07834788 -0.015390693 -0.09630395
## demo$ethnicity6 -0.06923911 -0.04578105 -0.05505373 -0.009308678 -0.06411165
## demo$ethnicity7  0.15586858  0.03828401  0.09370912 -0.039531173  0.12874305
## demo$ethnicity8  0.08644217  0.02154010  0.02358226 -0.043389970  0.05883253
## demo$ethnicity9  0.05086463  0.04981605  0.06622689  0.016502178  0.05519616
##                           6           7           8           9          10
## (Intercept)      0.18081119  0.24524837  0.18504569  0.18308245  0.51152355
## demo$ethnicity1  0.27887738  0.14457619  0.31566859  0.31763183 -0.34485688
## demo$ethnicity2 -0.08641508 -0.01952070 -0.10956812 -0.10760488  0.09680978
## demo$ethnicity3 -0.01802050  0.07054110 -0.14337903 -0.14141579  0.15514312
## demo$ethnicity4 -0.07608398 -0.04121890 -0.08172066 -0.07975742  0.08062954
## demo$ethnicity5 -0.06963034 -0.01879294 -0.09107884 -0.09405388  0.09526873
## demo$ethnicity6 -0.03886710  0.01447395 -0.06634531 -0.06693962  0.05896980
## demo$ethnicity7  0.01918881 -0.12524837  0.12924002  0.13120326 -0.09975885
## demo$ethnicity8 -0.01545436 -0.03770496  0.05932950  0.06129274 -0.05999730
## demo$ethnicity9  0.05795670  0.01701507  0.05569313  0.04678680 -0.04311696
##                          11          12          13           14          15
## (Intercept)      0.18824856  0.18308245  0.17931472  0.171609654  0.17802831
## demo$ethnicity1  0.31246573  0.31763183  0.30730736  0.306908864  0.30049021
## demo$ethnicity2 -0.10086622 -0.10760488 -0.11397802 -0.118190851 -0.09928899
## demo$ethnicity3 -0.14658189 -0.14141579 -0.09235819 -0.060498543 -0.06691720
## demo$ethnicity4 -0.08492353 -0.07975742 -0.08516827 -0.085375130 -0.08054023
## demo$ethnicity5 -0.08899070 -0.09405388 -0.07864444 -0.073076608 -0.08478627
## demo$ethnicity6 -0.06162955 -0.06693962 -0.05553703 -0.053507262 -0.05662475
## demo$ethnicity7  0.12603716  0.13120326  0.09341256  0.078390346  0.07197169
## demo$ethnicity8  0.05612664  0.06129274  0.02328570  0.008284526  0.01853254
## demo$ethnicity9  0.05249026  0.04678680  0.06593033  0.064086175  0.05766752
##                          16          17          18          19           20
## (Intercept)      0.19548277  0.19548277  0.17931472  0.19548277  0.183777847
## demo$ethnicity1  0.31701723  0.31701723  0.30730736  0.31701723  0.285802572
## demo$ethnicity2 -0.09952318 -0.09952318 -0.11397802 -0.09952318 -0.090982485
## demo$ethnicity3 -0.19548277 -0.19548277 -0.09235819 -0.19548277 -0.047414211
## demo$ethnicity4 -0.07901693 -0.07901693 -0.08516827 -0.07901693 -0.082712551
## demo$ethnicity5 -0.10264439 -0.10264439 -0.07864444 -0.10264439 -0.069887122
## demo$ethnicity6 -0.06923911 -0.06923911 -0.05553703 -0.06923911 -0.044515427
## demo$ethnicity7  0.15586858  0.15586858  0.09341256  0.15586858  0.042028604
## demo$ethnicity8  0.08644217  0.08644217  0.02328570  0.08644217  0.006237076
## demo$ethnicity9  0.05086463  0.05086463  0.06593033  0.05086463  0.053560644
##                          21          22           23          24          25
## (Intercept)      0.19548277  0.17696470  0.222974281  0.18081119  0.18779038
## demo$ethnicity1  0.31701723  0.30965737  0.199752992  0.27887738  0.31292390
## demo$ethnicity2 -0.09952318 -0.11162801 -0.065936466 -0.08641508 -0.11231281
## demo$ethnicity3 -0.19548277 -0.09000818  0.027025719 -0.01802050 -0.14612372
## demo$ethnicity4 -0.07901693 -0.08281825 -0.059669070 -0.07608398 -0.07917435
## demo$ethnicity5 -0.10264439 -0.08146238 -0.029521631 -0.06963034 -0.09361340
## demo$ethnicity6 -0.06923911 -0.05567407 -0.007566601 -0.03886710 -0.06397249
## demo$ethnicity7  0.15586858  0.09576257 -0.037789096  0.01918881  0.12649533
## demo$ethnicity8  0.08644217  0.02563571 -0.020142517 -0.01545436  0.05658481
## demo$ethnicity9  0.05086463  0.05691671  0.018244255  0.05795670  0.06381800
##                          26          27          28          29           30
## (Intercept)      0.51152355  0.18093303  0.17676756  0.19548277  0.171609654
## demo$ethnicity1 -0.34485688  0.31305898  0.29281286  0.31701723  0.306908864
## demo$ethnicity2  0.09680978 -0.11648546 -0.10995060 -0.09952318 -0.118190851
## demo$ethnicity3  0.15514312 -0.11710325 -0.04040392 -0.19548277 -0.060498543
## demo$ethnicity4  0.08062954 -0.07933889 -0.07555231 -0.07901693 -0.085375130
## demo$ethnicity5  0.09526873 -0.08878181 -0.06931074 -0.10264439 -0.073076608
## demo$ethnicity6  0.05896980 -0.06236184 -0.04416358 -0.06923911 -0.053507262
## demo$ethnicity7 -0.09975885  0.11318461  0.04903890  0.15586858  0.078390346
## demo$ethnicity8 -0.05999730  0.04312712 -0.00384665  0.08644217  0.008284526
## demo$ethnicity9 -0.04311696  0.06210775  0.06057094  0.05086463  0.064086175
##                          31          32           33            34          35
## (Intercept)      0.17390353  0.37392172  0.217608754  0.1850960547  0.18081119
## demo$ethnicity1  0.31271854 -0.09242988  0.205118519  0.2745925196  0.27887738
## demo$ethnicity2 -0.12106684  0.06571272 -0.045865056 -0.1042134585 -0.08641508
## demo$ethnicity3 -0.08694701  0.14122980  0.032391246 -0.0223053570 -0.01802050
## demo$ethnicity4 -0.07975709  0.04602459 -0.045079369 -0.0678268878 -0.07608398
## demo$ethnicity5 -0.08395677  0.06492791 -0.022225603 -0.0621868078 -0.06963034
## demo$ethnicity6 -0.06109118  0.05885327 -0.003754286 -0.0372659348 -0.03886710
## demo$ethnicity7  0.09882374 -0.17392172 -0.106497643  0.0149039453  0.01918881
## demo$ethnicity8  0.02869688 -0.11995346 -0.036282366 -0.0001313806 -0.01545436
## demo$ethnicity9  0.05997788 -0.03736054  0.043609782  0.0536718422  0.05795670
##                          36          37           38          39          40
## (Intercept)      0.17560698  0.19548277  0.171609654  0.37854993  0.19548277
## demo$ethnicity1  0.29397344  0.31701723  0.306908864 -0.12372476  0.31701723
## demo$ethnicity2 -0.09563213 -0.09952318 -0.118190851  0.06108450 -0.09952318
## demo$ethnicity3 -0.03924334 -0.19548277 -0.060498543  0.13660158 -0.19548277
## demo$ethnicity4 -0.08624569 -0.07901693 -0.085375130  0.04139637 -0.07901693
## demo$ethnicity5 -0.07357021 -0.10264439 -0.073076608  0.06029969 -0.10264439
## demo$ethnicity6 -0.04866162 -0.06923911 -0.053507262  0.05422506 -0.06923911
## demo$ethnicity7  0.05019948  0.15586858  0.078390346 -0.17854993  0.15586858
## demo$ethnicity8 -0.00268607  0.08644217  0.008284526 -0.08291501  0.08644217
## demo$ethnicity9  0.06173152  0.05086463  0.064086175 -0.01073876  0.05086463
##                          41          42          43          44           45
## (Intercept)      0.19548277  0.19202163  0.19548277  0.19684479  0.182356709
## demo$ethnicity1  0.31701723  0.31484087  0.31701723  0.26284378  0.287223711
## demo$ethnicity2 -0.09952318 -0.10605279 -0.09952318 -0.10244868 -0.102381859
## demo$ethnicity3 -0.19548277 -0.17161347 -0.19548277 -0.03405409 -0.045993072
## demo$ethnicity4 -0.07901693 -0.07677515 -0.07901693 -0.06645834 -0.081141465
## demo$ethnicity5 -0.10264439 -0.10081124 -0.10264439 -0.06076108 -0.063045929
## demo$ethnicity6 -0.06923911 -0.06559466 -0.06923911 -0.04256705 -0.043393434
## demo$ethnicity7  0.15586858  0.14131170  0.15586858  0.06982188  0.043449743
## demo$ethnicity8  0.08644217  0.07161473  0.08644217 -0.01188012  0.009611817
## demo$ethnicity9  0.05086463  0.05697903  0.05086463  0.04192311  0.054981783
##                           46           47           48           49          50
## (Intercept)      0.206828227  0.184938427  0.250516178  0.189261923  0.17841590
## demo$ethnicity1  0.215899045  0.284641992  0.139308383  0.259439376  0.31557611
## demo$ethnicity2 -0.049790412 -0.105300959 -0.009163507 -0.079705938 -0.11396833
## demo$ethnicity3  0.043171773 -0.048574791  0.065273295  0.001214268 -0.11458612
## demo$ethnicity4 -0.063961430 -0.072019172 -0.030593416 -0.068041191 -0.08224181
## demo$ethnicity5 -0.032651539 -0.065627648  0.007146175 -0.062219558 -0.08648427
## demo$ethnicity6 -0.004809767 -0.040017385  0.011681185 -0.031557668 -0.06525448
## demo$ethnicity7 -0.095717116  0.040868024 -0.130516178 -0.016848130  0.11570174
## demo$ethnicity8 -0.025501840  0.005076496 -0.042972764 -0.011931865  0.04564425
## demo$ethnicity9  0.034390308  0.052400065 -0.009991860  0.050671940  0.05351376
##                          51           52           53          54            55
## (Intercept)      0.51152355  0.186522185  0.177191133  0.51152355  0.1968415524
## demo$ethnicity1 -0.34485688  0.262179113  0.292389287 -0.34485688  0.2518597463
## demo$ethnicity2  0.09680978 -0.076966201 -0.110374178  0.09680978 -0.0872855678
## demo$ethnicity3  0.15514312  0.003954005 -0.040827497  0.15514312 -0.0063653619
## demo$ethnicity4  0.08062954 -0.078031933 -0.087671796  0.08062954 -0.0754444535
## demo$ethnicity5  0.09526873 -0.053306982 -0.057880353  0.09526873 -0.0390570905
## demo$ethnicity6  0.05896980 -0.025456587 -0.041323834  0.05896980 -0.0230161128
## demo$ethnicity7 -0.09975885 -0.014108392  0.048615319 -0.09975885 -0.0244277593
## demo$ethnicity8 -0.05999730 -0.029394148 -0.004270227 -0.05999730  0.0006905252
## demo$ethnicity9 -0.04311696  0.053411677  0.060147359 -0.04311696  0.0430923101
##                          56          57          58          59           60
## (Intercept)      0.18271133  0.18081119  0.17560698  0.18933702  0.171609654
## demo$ethnicity1  0.29580719  0.27887738  0.29397344  0.31752548  0.306908864
## demo$ethnicity2 -0.10397201 -0.08641508 -0.09563213 -0.10336817 -0.118190851
## demo$ethnicity3 -0.07160022 -0.01802050 -0.03924334 -0.16892886 -0.060498543
## demo$ethnicity4 -0.08507329 -0.07608398 -0.08624569 -0.07925849 -0.085375130
## demo$ethnicity5 -0.06693432 -0.06963034 -0.07357021 -0.09832791 -0.073076608
## demo$ethnicity6 -0.04391921 -0.03886710 -0.04866162 -0.06791857 -0.053507262
## demo$ethnicity7  0.06728867  0.01918881  0.05019948  0.14399631  0.078390346
## demo$ethnicity8  0.01384952 -0.01545436 -0.00268607  0.07429934  0.008284526
## demo$ethnicity9  0.05298450  0.05795670  0.06173152  0.04902534  0.064086175
##                          61          62           63           64           65
## (Intercept)      0.18933702  0.19081927  0.186522185  0.186522185  0.171609654
## demo$ethnicity1  0.31752548  0.28769925  0.262179113  0.262179113  0.306908864
## demo$ethnicity2 -0.10336817 -0.08675944 -0.076966201 -0.076966201 -0.118190851
## demo$ethnicity3 -0.16892886 -0.07970815  0.003954005  0.003954005 -0.060498543
## demo$ethnicity4 -0.07925849 -0.07053166 -0.078031933 -0.078031933 -0.085375130
## demo$ethnicity5 -0.09832791 -0.08658821 -0.053306982 -0.053306982 -0.073076608
## demo$ethnicity6 -0.06791857 -0.04916536 -0.025456587 -0.025456587 -0.053507262
## demo$ethnicity7  0.14399631  0.05918073 -0.014108392 -0.014108392  0.078390346
## demo$ethnicity8  0.07429934  0.02240825 -0.029394148 -0.029394148  0.008284526
## demo$ethnicity9  0.04902534  0.05650447  0.053411677  0.053411677  0.064086175
##                          66          67          68          69          70
## (Intercept)      0.18270037  0.19548277  0.18504569  0.18638309  0.18582715
## demo$ethnicity1  0.30392170  0.31701723  0.31566859  0.30023899  0.31488714
## demo$ethnicity2 -0.09266856 -0.09952318 -0.10956812 -0.10885127 -0.11034957
## demo$ethnicity3 -0.09574385 -0.19548277 -0.14337903 -0.09942657 -0.14416048
## demo$ethnicity4 -0.08313387 -0.07901693 -0.08172066 -0.07000747 -0.07721111
## demo$ethnicity5 -0.08742774 -0.10264439 -0.09107884 -0.08571281 -0.09658843
## demo$ethnicity6 -0.06106081 -0.06923911 -0.06634531 -0.05380692 -0.06456680
## demo$ethnicity7  0.09002690  0.15586858  0.12924002  0.08634418  0.12845857
## demo$ethnicity8  0.03616020  0.08644217  0.05932950  0.03247749  0.05854805
## demo$ethnicity9  0.05118104  0.05086463  0.05569313  0.05886196  0.05491168
##                          71          72          73          74          75
## (Intercept)      0.20011408  0.17390353  0.18504569  0.17644141  0.19548277
## demo$ethnicity1  0.28650799  0.31271854  0.31566859  0.31018067  0.31701723
## demo$ethnicity2 -0.08538715 -0.12106684 -0.10956812 -0.11110472 -0.09952318
## demo$ethnicity3 -0.11315756 -0.08694701 -0.14337903 -0.08948489 -0.19548277
## demo$ethnicity4 -0.06582075 -0.07975709 -0.08172066 -0.08785052 -0.07901693
## demo$ethnicity5 -0.06507487 -0.08395677 -0.09107884 -0.07600082 -0.10264439
## demo$ethnicity6 -0.04685982 -0.06109118 -0.06634531 -0.05801408 -0.06923911
## demo$ethnicity7  0.07261319  0.09882374  0.12924002  0.09628587  0.15586858
## demo$ethnicity8  0.03500666  0.02869688  0.05932950  0.02615901  0.08644217
## demo$ethnicity9  0.03376733  0.05997788  0.05569313  0.05744000  0.05086463
##                          76          77          78          79          80
## (Intercept)      0.18838712  0.17390353  0.51152355  0.18522394  0.18961583
## demo$ethnicity1  0.27130146  0.31271854 -0.34485688  0.29329458  0.31724667
## demo$ethnicity2 -0.09399101 -0.12106684  0.09680978 -0.10648462 -0.10364698
## demo$ethnicity3 -0.02559642 -0.08694701  0.15514312 -0.07411283 -0.16920766
## demo$ethnicity4 -0.07001268 -0.07975709  0.08062954 -0.07586501 -0.07953730
## demo$ethnicity5 -0.04012456 -0.08395677  0.09526873 -0.07514494 -0.09860672
## demo$ethnicity6 -0.03075308 -0.06109118  0.05896980 -0.04952780 -0.06836077
## demo$ethnicity7  0.01161288  0.09882374 -0.09975885  0.06477606  0.14371751
## demo$ethnicity8 -0.02303029  0.02869688 -0.05999730  0.02985542  0.07402054
## demo$ethnicity9  0.05038078  0.05997788 -0.04311696  0.05047189  0.04874654
##                          81           82          83          84           85
## (Intercept)      0.17644141  0.171609654  0.18116625  0.18341131  0.177191133
## demo$ethnicity1  0.31018067  0.306908864  0.29735227  0.31058071  0.292389287
## demo$ethnicity2 -0.11110472 -0.118190851 -0.08960642 -0.10676861 -0.110374178
## demo$ethnicity3 -0.08948489 -0.060498543 -0.07005514 -0.11958152 -0.040827497
## demo$ethnicity4 -0.08785052 -0.085375130 -0.08367816 -0.08723721 -0.087671796
## demo$ethnicity5 -0.07600082 -0.073076608 -0.08222620 -0.08100911 -0.057880353
## demo$ethnicity6 -0.05801408 -0.053507262 -0.05107553 -0.05935629 -0.041323834
## demo$ethnicity7  0.09628587  0.078390346  0.06883375  0.11070634  0.048615319
## demo$ethnicity8  0.02615901  0.008284526  0.01539460  0.04064884 -0.004270227
## demo$ethnicity9  0.05744000  0.064086175  0.05452958  0.05962947  0.060147359
##                          86          87           88          89          90
## (Intercept)      0.17560698  0.18961583  0.260606101  0.18504569  0.19792383
## demo$ethnicity1  0.29397344  0.31724667  0.109354572  0.31566859  0.23852519
## demo$ethnicity2 -0.09563213 -0.10364698  0.002634963 -0.10956812 -0.05812515
## demo$ethnicity3 -0.03924334 -0.16920766  0.090745251 -0.14337903  0.02158836
## demo$ethnicity4 -0.08624569 -0.07953730 -0.010342739 -0.08172066 -0.07288050
## demo$ethnicity5 -0.07357021 -0.09860672  0.011962559 -0.09107884 -0.04155999
## demo$ethnicity6 -0.04866162 -0.06836077  0.027751438 -0.06634531 -0.01345795
## demo$ethnicity7  0.05019948  0.14371751 -0.177272767  0.12924002 -0.05506669
## demo$ethnicity8 -0.00268607  0.07402054 -0.062987053  0.05932950 -0.02894235
## demo$ethnicity9  0.06173152  0.04874654  0.001257711  0.05569313  0.04285165
##                          91          92           93           94          95
## (Intercept)      0.18093303  0.17892570  0.189261923  0.171609654  0.18933702
## demo$ethnicity1  0.31305898  0.31506631  0.259439376  0.306908864  0.31752548
## demo$ethnicity2 -0.11648546 -0.11447813 -0.079705938 -0.118190851 -0.10336817
## demo$ethnicity3 -0.11710325 -0.11509591  0.001214268 -0.060498543 -0.16892886
## demo$ethnicity4 -0.07933889 -0.07733155 -0.068041191 -0.085375130 -0.07925849
## demo$ethnicity5 -0.08878181 -0.09182498 -0.062219558 -0.073076608 -0.09832791
## demo$ethnicity6 -0.06236184 -0.06296888 -0.031557668 -0.053507262 -0.06791857
## demo$ethnicity7  0.11318461  0.11519195 -0.016848130  0.078390346  0.14399631
## demo$ethnicity8  0.04312712  0.04513445 -0.011931865  0.008284526  0.07429934
## demo$ethnicity9  0.06210775  0.05300397  0.050671940  0.064086175  0.04902534
##                           96          97          98          99         100
## (Intercept)      0.171609654  0.17841590  0.31602864  0.18081119  0.19548277
## demo$ethnicity1  0.306908864  0.31557611  0.02850917  0.27887738  0.31701723
## demo$ethnicity2 -0.118190851 -0.11396833  0.02961996 -0.08641508 -0.09952318
## demo$ethnicity3 -0.060498543 -0.11458612  0.11254279 -0.01802050 -0.19548277
## demo$ethnicity4 -0.085375130 -0.08224181  0.00873663 -0.07608398 -0.07901693
## demo$ethnicity5 -0.073076608 -0.08648427  0.03911294 -0.06963034 -0.10264439
## demo$ethnicity6 -0.053507262 -0.06525448  0.02852380 -0.03886710 -0.06923911
## demo$ethnicity7  0.078390346  0.11570174 -0.13421046  0.01918881  0.15586858
## demo$ethnicity8  0.008284526  0.04564425 -0.05392038 -0.01545436  0.08644217
## demo$ethnicity9  0.064086175  0.05351376 -0.08262316  0.05795670  0.05086463
##                         101         102          103         104         105
## (Intercept)      0.17390353  0.19548277  0.186443984  0.17560698  0.19548277
## demo$ethnicity1  0.31271854  0.31701723  0.283136436  0.29397344  0.31701723
## demo$ethnicity2 -0.12106684 -0.09952318 -0.080490727 -0.09563213 -0.09952318
## demo$ethnicity3 -0.08694701 -0.19548277 -0.050080348 -0.03924334 -0.19548277
## demo$ethnicity4 -0.07975709 -0.07901693 -0.091226641 -0.08624569 -0.07901693
## demo$ethnicity5 -0.08395677 -0.10264439 -0.061537347 -0.07357021 -0.10264439
## demo$ethnicity6 -0.06109118 -0.06923911 -0.041284468 -0.04866162 -0.06923911
## demo$ethnicity7  0.09882374  0.15586858  0.039362468  0.05019948  0.15586858
## demo$ethnicity8  0.02869688  0.08644217  0.003570939 -0.00268607  0.08644217
## demo$ethnicity9  0.05997788  0.05086463  0.050894508  0.06173152  0.05086463
##                         106         107         108          109         110
## (Intercept)      0.37853400  0.18504569  0.18243646  0.422730831  0.17644141
## demo$ethnicity1 -0.09704216  0.31566859  0.27725212 -0.210230831  0.31018067
## demo$ethnicity2  0.06110044 -0.10956812 -0.10155386  0.069033770 -0.11110472
## demo$ethnicity3  0.13661752 -0.14337903 -0.01964576  0.139769169 -0.08948489
## demo$ethnicity4  0.04141231 -0.08172066 -0.07754241  0.050235400 -0.08785052
## demo$ethnicity5  0.06031563 -0.09107884 -0.05352121  0.067958657 -0.07600082
## demo$ethnicity6  0.04770504 -0.06634531 -0.03133836  0.055365513 -0.05801408
## demo$ethnicity7 -0.17853400  0.12924002  0.01756354 -0.159572937  0.09628587
## demo$ethnicity8 -0.04123241  0.05932950 -0.01707963 -0.065135555  0.02615901
## demo$ethnicity9 -0.06975060  0.05569313  0.05633144  0.008090247  0.05744000
##                         111         112         113         114         115
## (Intercept)      0.17644141  0.18308245  0.19548277  0.17644141  0.51152355
## demo$ethnicity1  0.31018067  0.31763183  0.31701723  0.31018067 -0.34485688
## demo$ethnicity2 -0.11110472 -0.10760488 -0.09952318 -0.11110472  0.09680978
## demo$ethnicity3 -0.08948489 -0.14141579 -0.19548277 -0.08948489  0.15514312
## demo$ethnicity4 -0.08785052 -0.07975742 -0.07901693 -0.08785052  0.08062954
## demo$ethnicity5 -0.07600082 -0.09405388 -0.10264439 -0.07600082  0.09526873
## demo$ethnicity6 -0.05801408 -0.06693962 -0.06923911 -0.05801408  0.05896980
## demo$ethnicity7  0.09628587  0.13120326  0.15586858  0.09628587 -0.09975885
## demo$ethnicity8  0.02615901  0.06129274  0.08644217  0.02615901 -0.05999730
## demo$ethnicity9  0.05744000  0.04678680  0.05086463  0.05744000 -0.04311696
##                         116         117          118         119         120
## (Intercept)      0.19548277  0.19548277  0.177191133  0.18124649  0.17676756
## demo$ethnicity1  0.31701723  0.31701723  0.292389287  0.27844209  0.29281286
## demo$ethnicity2 -0.09952318 -0.09952318 -0.110374178 -0.08685038 -0.10995060
## demo$ethnicity3 -0.19548277 -0.19548277 -0.040827497 -0.01845579 -0.04040392
## demo$ethnicity4 -0.07901693 -0.07901693 -0.087671796 -0.08853129 -0.07555231
## demo$ethnicity5 -0.10264439 -0.10264439 -0.057880353 -0.05788679 -0.06931074
## demo$ethnicity6 -0.06923911 -0.06923911 -0.041323834 -0.03594610 -0.04416358
## demo$ethnicity7  0.15586858  0.15586858  0.048615319  0.01875351  0.04903890
## demo$ethnicity8  0.08644217  0.08644217 -0.004270227 -0.01588966 -0.00384665
## demo$ethnicity9  0.05086463  0.05086463  0.060147359  0.05752141  0.06057094
##                         121         122         123          124         125
## (Intercept)      0.18421150  0.19548277  0.19548277  0.171609654  0.19815006
## demo$ethnicity1  0.30978051  0.31701723  0.31701723  0.306908864  0.23829897
## demo$ethnicity2 -0.10756880 -0.09952318 -0.09952318 -0.118190851 -0.05835137
## demo$ethnicity3 -0.12038171 -0.19548277 -0.19548277 -0.060498543  0.02136214
## demo$ethnicity4 -0.08261735 -0.07901693 -0.07901693 -0.085375130 -0.05875487
## demo$ethnicity5 -0.08664022 -0.10264439 -0.10264439 -0.073076608 -0.03412338
## demo$ethnicity6 -0.05753952 -0.06923911 -0.06923911 -0.053507262 -0.01368417
## demo$ethnicity7  0.10990615  0.15586858  0.15586858  0.078390346 -0.05529291
## demo$ethnicity8  0.03984865  0.08644217  0.08644217  0.008284526 -0.05000191
## demo$ethnicity9  0.05882928  0.05086463  0.05086463  0.064086175  0.04262543
##                         126         127         128         129         130
## (Intercept)      0.18824856  0.19640681  0.37501961  0.19548277  0.19548277
## demo$ethnicity1  0.31246573  0.25229449 -0.03447339  0.31701723  0.31701723
## demo$ethnicity2 -0.10086622 -0.07296194  0.03388361 -0.09952318 -0.09952318
## demo$ethnicity3 -0.14658189 -0.00593062  0.09556863 -0.19548277 -0.19548277
## demo$ethnicity4 -0.08492353 -0.07401409  0.01420727 -0.07901693 -0.07901693
## demo$ethnicity5 -0.08899070 -0.05066956  0.04181528 -0.10264439 -0.10264439
## demo$ethnicity6 -0.06162955 -0.02426122  0.03018841 -0.06923911 -0.06923911
## demo$ethnicity7  0.12603716 -0.02399302 -0.13692437  0.15586858  0.15586858
## demo$ethnicity8  0.05612664 -0.01907675 -0.03054361  0.08644217  0.08644217
## demo$ethnicity9  0.05249026  0.06204557 -0.03809043  0.05086463  0.05086463
##                           131         132         133         134         135
## (Intercept)      0.2278242804  0.17696470  0.19548277  0.19021179  0.17696470
## demo$ethnicity1  0.1794631690  0.30965737  0.31701723  0.31050249  0.30965737
## demo$ethnicity2 -0.0374362371 -0.11162801 -0.09952318 -0.10282946 -0.11162801
## demo$ethnicity3  0.0542270016 -0.09000818 -0.19548277 -0.14854513 -0.09000818
## demo$ethnicity4 -0.0592330133 -0.08281825 -0.07901693 -0.08688676 -0.08281825
## demo$ethnicity5 -0.0282019134 -0.08146238 -0.10264439 -0.08601567 -0.08146238
## demo$ethnicity6 -0.0001817216 -0.05567407 -0.06923911 -0.06103524 -0.05567407
## demo$ethnicity7 -0.0739781266  0.09576257  0.15586858  0.12407392  0.09576257
## demo$ethnicity8 -0.0336472157  0.02563571  0.08644217  0.05416340  0.02563571
## demo$ethnicity9  0.0133478357  0.05691671  0.05086463  0.06139659  0.05691671
##                         136         137         138         139         140
## (Intercept)      0.17390353  0.19548277  0.17390353  0.18322366  0.18933702
## demo$ethnicity1  0.31271854  0.31701723  0.31271854  0.30339841  0.31752548
## demo$ethnicity2 -0.12106684 -0.09952318 -0.12106684 -0.09319185 -0.10336817
## demo$ethnicity3 -0.08694701 -0.19548277 -0.08694701 -0.09626714 -0.16892886
## demo$ethnicity4 -0.07975709 -0.07901693 -0.07975709 -0.07810161 -0.07925849
## demo$ethnicity5 -0.08395677 -0.10264439 -0.08395677 -0.09288930 -0.09832791
## demo$ethnicity6 -0.06109118 -0.06923911 -0.06109118 -0.05872080 -0.06791857
## demo$ethnicity7  0.09882374  0.15586858  0.09882374  0.08950361  0.14399631
## demo$ethnicity8  0.02869688  0.08644217  0.02869688  0.03563691  0.07429934
## demo$ethnicity9  0.05997788  0.05086463  0.05997788  0.05065774  0.04902534
##                         141          142         143         144           145
## (Intercept)      0.19392637  0.171609654  0.18751100  0.18308245  0.2146267352
## demo$ethnicity1  0.30678792  0.306908864  0.30648101  0.31763183  0.2081005375
## demo$ethnicity2 -0.08301136 -0.118190851 -0.08676842 -0.10760488 -0.0575889201
## demo$ethnicity3 -0.15225970 -0.060498543 -0.12368121 -0.14141579  0.0353732648
## demo$ethnicity4 -0.08014237 -0.085375130 -0.08062585 -0.07975742 -0.0436586895
## demo$ethnicity5 -0.09960679 -0.073076608 -0.09520981 -0.09405388 -0.0132375779
## demo$ethnicity6 -0.06408882 -0.053507262 -0.06294245 -0.06693962  0.0007809443
## demo$ethnicity7  0.12035935  0.078390346  0.10660665  0.13120326 -0.1035156241
## demo$ethnicity8  0.06595270  0.008284526  0.05242217  0.06129274 -0.0333003477
## demo$ethnicity9  0.04681245  0.064086175  0.04441867  0.04678680  0.0265918003
##                         146         147         148         149         150
## (Intercept)      0.18093303  0.18779038  0.38526313  0.51152355  0.18380634
## demo$ethnicity1  0.31305898  0.31292390 -0.07710462 -0.34485688  0.30281573
## demo$ethnicity2 -0.11648546 -0.11231281  0.05437131  0.09680978 -0.10627453
## demo$ethnicity3 -0.11710325 -0.14612372  0.12988838  0.15514312 -0.09684982
## demo$ethnicity4 -0.07933889 -0.07917435  0.03468318  0.08062954 -0.07298628
## demo$ethnicity5 -0.08878181 -0.09361340  0.05358650  0.09526873 -0.08336575
## demo$ethnicity6 -0.06236184 -0.06397249  0.04751186  0.05896980 -0.05676727
## demo$ethnicity7  0.11318461  0.12649533 -0.18526313 -0.09975885  0.08892093
## demo$ethnicity8  0.04312712  0.05658481 -0.04796154 -0.05999730  0.03505424
## demo$ethnicity9  0.06210775  0.06381800 -0.04870195 -0.04311696  0.05007507
##                         151         152          153          154         155
## (Intercept)      0.17977515  0.19548277  0.186522185  0.171609654  0.19202163
## demo$ethnicity1  0.28980527  0.31701723  0.262179113  0.306908864  0.31484087
## demo$ethnicity2 -0.11295819 -0.09952318 -0.076966201 -0.118190851 -0.10605279
## demo$ethnicity3 -0.04341151 -0.19548277  0.003954005 -0.060498543 -0.17161347
## demo$ethnicity4 -0.07821670 -0.07901693 -0.078031933 -0.085375130 -0.07677515
## demo$ethnicity5 -0.06631232 -0.10264439 -0.053306982 -0.073076608 -0.10081124
## demo$ethnicity6 -0.04708750 -0.06923911 -0.025456587 -0.053507262 -0.06559466
## demo$ethnicity7  0.04603130  0.15586858 -0.014108392  0.078390346  0.14131170
## demo$ethnicity8  0.01219338  0.08644217 -0.029394148  0.008284526  0.07161473
## demo$ethnicity9  0.05756334  0.05086463  0.053411677  0.064086175  0.05697903
##                         156         157         158         159         160
## (Intercept)      0.19548277  0.19548277  0.19548277  0.19723037  0.19059888
## demo$ethnicity1  0.31701723  0.31701723  0.31701723  0.30348392  0.30339313
## demo$ethnicity2 -0.09952318 -0.09952318 -0.09952318 -0.09822012 -0.10205142
## demo$ethnicity3 -0.19548277 -0.19548277 -0.19548277 -0.15556370 -0.12676910
## demo$ethnicity4 -0.07901693 -0.07901693 -0.07901693 -0.07273531 -0.07273812
## demo$ethnicity5 -0.10264439 -0.10264439 -0.10264439 -0.09303424 -0.08819668
## demo$ethnicity6 -0.06923911 -0.06923911 -0.06923911 -0.05984292 -0.05813733
## demo$ethnicity7  0.15586858  0.15586858  0.15586858  0.11705535  0.10351876
## demo$ethnicity8  0.08644217  0.08644217  0.08644217  0.06264871  0.04933428
## demo$ethnicity9  0.05086463  0.05086463  0.05086463  0.05437802  0.05244190
##                         161         162         163          164          165
## (Intercept)      0.17560698  0.18308245  0.19153686  0.237039418  0.186020407
## demo$ethnicity1  0.29397344  0.31763183  0.31532564  0.170248032  0.283560012
## demo$ethnicity2 -0.09563213 -0.10760488 -0.10556802 -0.031499859 -0.080067150
## demo$ethnicity3 -0.03924334 -0.14141579 -0.17112870  0.045011864 -0.049656771
## demo$ethnicity4 -0.08624569 -0.07975742 -0.08145834 -0.030286775 -0.079107158
## demo$ethnicity5 -0.07357021 -0.09405388 -0.09569684 -0.014222139 -0.072967729
## demo$ethnicity6 -0.04866162 -0.06693962 -0.06777868  0.002746635 -0.044124216
## demo$ethnicity7  0.05019948  0.13120326  0.14179647 -0.083193264  0.039786044
## demo$ethnicity8 -0.00268607  0.06129274  0.07209950 -0.065084575  0.003994516
## demo$ethnicity9  0.06173152  0.04678680  0.05746380  0.024966032  0.051318084
##                         166         167         168         169         170
## (Intercept)      0.19548277  0.19548277  0.20074870  0.17841590  0.18124649
## demo$ethnicity1  0.31701723  0.31701723  0.23570033  0.31557611  0.27844209
## demo$ethnicity2 -0.09952318 -0.09952318 -0.06095001 -0.11396833 -0.08685038
## demo$ethnicity3 -0.19548277 -0.19548277  0.01876350 -0.11458612 -0.01845579
## demo$ethnicity4 -0.07901693 -0.07901693 -0.06259846 -0.08224181 -0.08853129
## demo$ethnicity5 -0.10264439 -0.10264439 -0.05073406 -0.08648427 -0.05788679
## demo$ethnicity6 -0.06923911 -0.06923911 -0.01974302 -0.06525448 -0.03594610
## demo$ethnicity7  0.15586858  0.15586858 -0.05789155  0.11570174  0.01875351
## demo$ethnicity8  0.08644217  0.08644217 -0.01093388  0.04564425 -0.01588966
## demo$ethnicity9  0.05086463  0.05086463  0.04002679  0.05351376  0.05752141
##                           171         172         173         174         175
## (Intercept)      0.1897095977  0.20139170  0.18081119  0.19548277  0.18504569
## demo$ethnicity1  0.2589917010  0.24730959  0.27887738  0.31701723  0.31566859
## demo$ethnicity2 -0.0801536131 -0.07794683 -0.08641508 -0.09952318 -0.10956812
## demo$ethnicity3  0.0007665928 -0.01091551 -0.01802050 -0.19548277 -0.14337903
## demo$ethnicity4 -0.0808345447 -0.06665331 -0.07608398 -0.07901693 -0.08172066
## demo$ethnicity5 -0.0501451874 -0.06076909 -0.06963034 -0.10264439 -0.09107884
## demo$ethnicity6 -0.0285506282 -0.03705813 -0.03886710 -0.06923911 -0.06634531
## demo$ethnicity7 -0.0172958046  0.03998761  0.01918881  0.15586858  0.12924002
## demo$ethnicity8 -0.0123795403 -0.02406165 -0.01545436  0.08644217  0.05932950
## demo$ethnicity9  0.0502242648  0.03854216  0.05795670  0.05086463  0.05569313
##                          176         177          178          179         180
## (Intercept)      0.201579642  0.33736712  0.171609654  0.171609654  0.18116625
## demo$ethnicity1  0.268000778 -0.02182090  0.306908864  0.306908864  0.29735227
## demo$ethnicity2 -0.095626384  0.05367895 -0.118190851 -0.118190851 -0.08960642
## demo$ethnicity3 -0.065216005  0.13322111 -0.060498543 -0.060498543 -0.07005514
## demo$ethnicity4 -0.069729220  0.03330903 -0.085375130 -0.085375130 -0.08367816
## demo$ethnicity5 -0.064308506  0.05319979 -0.073076608 -0.073076608 -0.08222620
## demo$ethnicity6 -0.047665528  0.04674240 -0.053507262 -0.053507262 -0.05107553
## demo$ethnicity7  0.088742939 -0.19450998  0.078390346  0.078390346  0.06883375
## demo$ethnicity8  0.007482901 -0.05877348  0.008284526  0.008284526  0.01539460
## demo$ethnicity9  0.035758850 -0.08248129  0.064086175  0.064086175  0.05452958
##                         181           182         183         184         185
## (Intercept)      0.19548277  0.1897095977  0.17390353  0.19548277  0.19548277
## demo$ethnicity1  0.31701723  0.2589917010  0.31271854  0.31701723  0.31701723
## demo$ethnicity2 -0.09952318 -0.0801536131 -0.12106684 -0.09952318 -0.09952318
## demo$ethnicity3 -0.19548277  0.0007665928 -0.08694701 -0.19548277 -0.19548277
## demo$ethnicity4 -0.07901693 -0.0808345447 -0.07975709 -0.07901693 -0.07901693
## demo$ethnicity5 -0.10264439 -0.0501451874 -0.08395677 -0.10264439 -0.10264439
## demo$ethnicity6 -0.06923911 -0.0285506282 -0.06109118 -0.06923911 -0.06923911
## demo$ethnicity7  0.15586858 -0.0172958046  0.09882374  0.15586858  0.15586858
## demo$ethnicity8  0.08644217 -0.0123795403  0.02869688  0.08644217  0.08644217
## demo$ethnicity9  0.05086463  0.0502242648  0.05997788  0.05086463  0.05086463
##                          186          187          188         189         190
## (Intercept)      0.236253563  0.183906085  0.171609654  0.18308245  0.19548277
## demo$ethnicity1  0.153570998  0.275782489  0.306908864  0.31763183  0.31701723
## demo$ethnicity2 -0.010525892 -0.089509975 -0.118190851 -0.10760488 -0.09952318
## demo$ethnicity3  0.079535910 -0.021115387 -0.060498543 -0.14141579 -0.19548277
## demo$ethnicity4 -0.023993636 -0.078815764 -0.085375130 -0.07975742 -0.07901693
## demo$ethnicity5 -0.001251122 -0.066552394 -0.073076608 -0.09405388 -0.10264439
## demo$ethnicity6  0.023468757 -0.041873673 -0.053507262 -0.06693962 -0.06923911
## demo$ethnicity7 -0.196253563  0.016093915  0.078390346  0.13120326  0.15586858
## demo$ethnicity8 -0.051698655  0.001058589  0.008284526  0.06129274  0.08644217
## demo$ethnicity9  0.026009885  0.054861812  0.064086175  0.04678680  0.05086463
##                           191         192         193         194          195
## (Intercept)      0.4652199477  0.18270037  0.19548277  0.19548277  0.171609654
## demo$ethnicity1 -0.2727092326  0.30392170  0.31701723  0.31701723  0.306908864
## demo$ethnicity2  0.0826212434 -0.09266856 -0.09952318 -0.09952318 -0.118190851
## demo$ethnicity3  0.1476832782 -0.09574385 -0.19548277 -0.19548277 -0.060498543
## demo$ethnicity4  0.0649707935 -0.08313387 -0.07901693 -0.07901693 -0.085375130
## demo$ethnicity5  0.0812866414 -0.08742774 -0.10264439 -0.10264439 -0.073076608
## demo$ethnicity6  0.0613057587 -0.06106081 -0.06923911 -0.06923911 -0.053507262
## demo$ethnicity7 -0.1318866143  0.09002690  0.15586858  0.15586858  0.078390346
## demo$ethnicity8 -0.0865985690  0.03616020  0.08644217  0.08644217  0.008284526
## demo$ethnicity9 -0.0002638456  0.05118104  0.05086463  0.05086463  0.064086175
##                          196          197          198         199         200
## (Intercept)      0.177191133  0.171609654  0.206828227  0.19153686  0.19548277
## demo$ethnicity1  0.292389287  0.306908864  0.215899045  0.31532564  0.31701723
## demo$ethnicity2 -0.110374178 -0.118190851 -0.049790412 -0.10556802 -0.09952318
## demo$ethnicity3 -0.040827497 -0.060498543  0.043171773 -0.17112870 -0.19548277
## demo$ethnicity4 -0.087671796 -0.085375130 -0.063961430 -0.08145834 -0.07901693
## demo$ethnicity5 -0.057880353 -0.073076608 -0.032651539 -0.09569684 -0.10264439
## demo$ethnicity6 -0.041323834 -0.053507262 -0.004809767 -0.06777868 -0.06923911
## demo$ethnicity7  0.048615319  0.078390346 -0.095717116  0.14179647  0.15586858
## demo$ethnicity8 -0.004270227  0.008284526 -0.025501840  0.07209950  0.08644217
## demo$ethnicity9  0.060147359  0.064086175  0.034390308  0.05746380  0.05086463
##                         201         202         203         204         205
## (Intercept)      0.21191065  0.18421150  0.18421150  0.19548277  0.18421150
## demo$ethnicity1  0.25766977  0.30978051  0.30978051  0.31701723  0.30978051
## demo$ethnicity2 -0.07997898 -0.10756880 -0.10756880 -0.09952318 -0.10756880
## demo$ethnicity3 -0.07554701 -0.12038171 -0.12038171 -0.19548277 -0.12038171
## demo$ethnicity4 -0.06355237 -0.08261735 -0.08261735 -0.07901693 -0.08261735
## demo$ethnicity5 -0.06405784 -0.08664022 -0.08664022 -0.10264439 -0.08664022
## demo$ethnicity6 -0.03154598 -0.05753952 -0.05753952 -0.06923911 -0.05753952
## demo$ethnicity7  0.01389581  0.10990615  0.10990615  0.15586858  0.10990615
## demo$ethnicity8  0.03329353  0.03984865  0.03984865  0.08644217  0.03984865
## demo$ethnicity9  0.04923737  0.05882928  0.05882928  0.05086463  0.05882928
##                         206         207         208           209          210
## (Intercept)      0.51152355  0.19548277  0.18093303  0.2139803621  0.193869327
## demo$ethnicity1 -0.34485688  0.31701723  0.31305898  0.2087469106  0.254831972
## demo$ethnicity2  0.09680978 -0.09952318 -0.11648546 -0.0422366646 -0.084313342
## demo$ethnicity3  0.15514312 -0.19548277 -0.11710325  0.0360196379 -0.003393136
## demo$ethnicity4  0.08062954 -0.07901693 -0.07933889 -0.0567167229 -0.058954563
## demo$ethnicity5  0.09526873 -0.10264439 -0.08878181 -0.0332677255 -0.035026664
## demo$ethnicity6  0.05896980 -0.06923911 -0.06236184 -0.0002307493 -0.020137258
## demo$ethnicity7 -0.09975885  0.15586858  0.11318461 -0.1028692510 -0.021455534
## demo$ethnicity8 -0.05999730  0.08644217  0.04312712 -0.0326539746 -0.036741290
## demo$ethnicity9 -0.04311696  0.05086463  0.06210775  0.0472381734  0.046064536
##                         211         212          213          214         215
## (Intercept)      0.18062873  0.18116625  0.189261923  0.190397206  0.17696470
## demo$ethnicity1  0.29788979  0.29735227  0.259439376  0.269291369  0.30965737
## demo$ethnicity2 -0.08906890 -0.08960642 -0.079705938 -0.082487582 -0.11162801
## demo$ethnicity3 -0.06951762 -0.07005514  0.001214268 -0.027606508 -0.09000818
## demo$ethnicity4 -0.08883865 -0.08367816 -0.068041191 -0.072189600 -0.08281825
## demo$ethnicity5 -0.07663818 -0.08222620 -0.062219558 -0.067037508 -0.08146238
## demo$ethnicity6 -0.05347260 -0.05107553 -0.031557668 -0.037715489 -0.05567407
## demo$ethnicity7  0.06937127  0.06883375 -0.016848130  0.009602794  0.09576257
## demo$ethnicity8  0.01593212  0.01539460 -0.011931865 -0.005432531  0.02563571
## demo$ethnicity9  0.05506710  0.05452958  0.050671940  0.066227834  0.05691671
##                         216          217         218         219         220
## (Intercept)      0.39901608  0.222792262  0.17696470  0.19548277  0.19548277
## demo$ethnicity1 -0.11752424  0.213656760  0.30965737  0.31701723  0.31701723
## demo$ethnicity2  0.04061836 -0.082993579 -0.11162801 -0.09952318 -0.09952318
## demo$ethnicity3  0.11613544 -0.003280067 -0.09000818 -0.19548277 -0.19548277
## demo$ethnicity4  0.02093023 -0.056160072 -0.08281825 -0.07901693 -0.07901693
## demo$ethnicity5  0.03983355 -0.032369645 -0.08146238 -0.10264439 -0.10264439
## demo$ethnicity6  0.03375891 -0.020783698 -0.05567407 -0.06923911 -0.06923911
## demo$ethnicity7 -0.09901608 -0.008506548  0.09576257  0.15586858  0.15586858
## demo$ethnicity8 -0.03393671 -0.026033003  0.02563571  0.08644217  0.08644217
## demo$ethnicity9 -0.03120490  0.058047325  0.05691671  0.05086463  0.05086463
##                         221         222         223           224         225
## (Intercept)      0.19548277  0.19548277  0.19548277  0.4652199477  0.30247080
## demo$ethnicity1  0.31701723  0.31701723  0.31701723 -0.2727092326  0.01853761
## demo$ethnicity2 -0.09952318 -0.09952318 -0.09952318  0.0826212434  0.04317781
## demo$ethnicity3 -0.19548277 -0.19548277 -0.19548277  0.1476832782  0.12610063
## demo$ethnicity4 -0.07901693 -0.07901693 -0.07901693  0.0649707935  0.02229448
## demo$ethnicity5 -0.10264439 -0.10264439 -0.10264439  0.0812866414  0.04300895
## demo$ethnicity6 -0.06923911 -0.06923911 -0.06923911  0.0613057587  0.04796400
## demo$ethnicity7  0.15586858  0.15586858  0.15586858 -0.1318866143 -0.21156170
## demo$ethnicity8  0.08644217  0.08644217  0.08644217 -0.0865985690 -0.07739957
## demo$ethnicity9  0.05086463  0.05086463  0.05086463 -0.0002638456 -0.04406531
##                         226         227         228          229         230
## (Intercept)      0.18081119  0.19535324  0.17390353  0.171609654  0.18933702
## demo$ethnicity1  0.27887738  0.28316528  0.31271854  0.306908864  0.31752548
## demo$ethnicity2 -0.08641508 -0.09129341 -0.12106684 -0.118190851 -0.10336817
## demo$ethnicity3 -0.01802050 -0.08424213 -0.08694701 -0.060498543 -0.16892886
## demo$ethnicity4 -0.07608398 -0.06790491 -0.07975709 -0.085375130 -0.07925849
## demo$ethnicity5 -0.06963034 -0.05624576 -0.08395677 -0.073076608 -0.09832791
## demo$ethnicity6 -0.03886710 -0.04447655 -0.06109118 -0.053507262 -0.06791857
## demo$ethnicity7  0.01918881  0.05464676  0.09882374  0.078390346  0.14399631
## demo$ethnicity8 -0.01545436  0.01787427  0.02869688  0.008284526  0.07429934
## demo$ethnicity9  0.05795670  0.04034259  0.05997788  0.064086175  0.04902534
##                         231         232          233         234         235
## (Intercept)      0.34792253  0.19548277  0.177191133  0.17841590  0.51152355
## demo$ethnicity1 -0.03237631  0.31701723  0.292389287  0.31557611 -0.34485688
## demo$ethnicity2  0.04312354 -0.09952318 -0.110374178 -0.11396833  0.09680978
## demo$ethnicity3  0.12266570 -0.19548277 -0.040827497 -0.11458612  0.15514312
## demo$ethnicity4  0.02275362 -0.07901693 -0.087671796 -0.08224181  0.08062954
## demo$ethnicity5  0.04264438 -0.10264439 -0.057880353 -0.08648427  0.09526873
## demo$ethnicity6  0.04237894 -0.06923911 -0.041323834 -0.06525448  0.05896980
## demo$ethnicity7 -0.20506539  0.15586858  0.048615319  0.11570174 -0.09975885
## demo$ethnicity8 -0.03011320  0.08644217 -0.004270227  0.04564425 -0.05999730
## demo$ethnicity9 -0.03730914  0.05086463  0.060147359  0.05351376 -0.04311696
##                          236         237         238          239         240
## (Intercept)      0.171609654  0.18933702  0.17841590  0.312546919  0.34105848
## demo$ethnicity1  0.306908864  0.31752548  0.31557611  0.034675303 -0.05051226
## demo$ethnicity2 -0.118190851 -0.10336817 -0.11396833 -0.009410718  0.04998759
## demo$ethnicity3 -0.060498543 -0.16892886 -0.11458612  0.076341970  0.12952975
## demo$ethnicity4 -0.085375130 -0.07925849 -0.08224181  0.001519007  0.02961767
## demo$ethnicity5 -0.073076608 -0.09832791 -0.08648427  0.031050799  0.04950843
## demo$ethnicity6 -0.053507262 -0.06791857 -0.06525448  0.021125269  0.04924299
## demo$ethnicity7  0.078390346  0.14399631  0.11570174 -0.095155615 -0.19820134
## demo$ethnicity8  0.008284526  0.07429934  0.04564425 -0.041633674 -0.06246484
## demo$ethnicity9  0.064086175  0.04902534  0.05351376 -0.025585643 -0.03044509
##                          241          242          243         244         245
## (Intercept)      0.171609654  0.177191133  0.171609654  0.19548277  0.20532582
## demo$ethnicity1  0.306908864  0.292389287  0.306908864  0.31701723  0.23112320
## demo$ethnicity2 -0.118190851 -0.110374178 -0.118190851 -0.09952318 -0.06552714
## demo$ethnicity3 -0.060498543 -0.040827497 -0.060498543 -0.19548277  0.01418637
## demo$ethnicity4 -0.085375130 -0.087671796 -0.085375130 -0.07901693 -0.06552214
## demo$ethnicity5 -0.073076608 -0.057880353 -0.073076608 -0.10264439 -0.04242603
## demo$ethnicity6 -0.053507262 -0.041323834 -0.053507262 -0.06923911 -0.01623619
## demo$ethnicity7  0.078390346  0.048615319  0.078390346  0.15586858 -0.06246868
## demo$ethnicity8  0.008284526 -0.004270227  0.008284526  0.08644217 -0.01551101
## demo$ethnicity9  0.064086175  0.060147359  0.064086175  0.05086463  0.05468043
##                         246         247          248         249         250
## (Intercept)      0.17676756  0.31602864  0.192433246  0.17696470  0.18961583
## demo$ethnicity1  0.29281286  0.02850917  0.256268052  0.30965737  0.31724667
## demo$ethnicity2 -0.10995060  0.02961996 -0.068988373 -0.11162801 -0.10364698
## demo$ethnicity3 -0.04040392  0.11254279 -0.001957056 -0.09000818 -0.16920766
## demo$ethnicity4 -0.07555231  0.00873663 -0.083942994 -0.08281825 -0.07953730
## demo$ethnicity5 -0.06931074  0.03911294 -0.046695997 -0.08146238 -0.09860672
## demo$ethnicity6 -0.04416358  0.02852380 -0.024644958 -0.05567407 -0.06836077
## demo$ethnicity7  0.04903890 -0.13421046 -0.020019453  0.09576257  0.14371751
## demo$ethnicity8 -0.00384665 -0.05392038 -0.015103189  0.02563571  0.07402054
## demo$ethnicity9  0.06057094 -0.08262316  0.047500616  0.05691671  0.04874654
##                         251         252          253         254          255
## (Intercept)      0.18751100  0.18270037  0.171609654  0.18933702  0.171609654
## demo$ethnicity1  0.30648101  0.30392170  0.306908864  0.31752548  0.306908864
## demo$ethnicity2 -0.08676842 -0.09266856 -0.118190851 -0.10336817 -0.118190851
## demo$ethnicity3 -0.12368121 -0.09574385 -0.060498543 -0.16892886 -0.060498543
## demo$ethnicity4 -0.08062585 -0.08313387 -0.085375130 -0.07925849 -0.085375130
## demo$ethnicity5 -0.09520981 -0.08742774 -0.073076608 -0.09832791 -0.073076608
## demo$ethnicity6 -0.06294245 -0.06106081 -0.053507262 -0.06791857 -0.053507262
## demo$ethnicity7  0.10660665  0.09002690  0.078390346  0.14399631  0.078390346
## demo$ethnicity8  0.05242217  0.03616020  0.008284526  0.07429934  0.008284526
## demo$ethnicity9  0.04441867  0.05118104  0.064086175  0.04902534  0.064086175
##                         256         257         258         259         260
## (Intercept)      0.18081119  0.17841590  0.18667965  0.18751100  0.35151829
## demo$ethnicity1  0.27887738  0.31557611  0.29994243  0.30648101 -0.03597207
## demo$ethnicity2 -0.08641508 -0.11396833 -0.10914783 -0.08676842  0.03952778
## demo$ethnicity3 -0.01802050 -0.11458612 -0.09972313 -0.12368121  0.11906995
## demo$ethnicity4 -0.07608398 -0.08224181 -0.07030403 -0.08062585  0.01915787
## demo$ethnicity5 -0.06963034 -0.08648427 -0.08600937 -0.09520981  0.04914964
## demo$ethnicity6 -0.03886710 -0.06525448 -0.05429023 -0.06294245  0.03259123
## demo$ethnicity7  0.01918881  0.11570174  0.08604763  0.10660665 -0.11342305
## demo$ethnicity8 -0.01545436  0.04564425  0.03218093  0.05242217 -0.07292464
## demo$ethnicity9  0.05795670  0.05351376  0.05856540  0.04441867 -0.06722069
##                         261         262          263         264         265
## (Intercept)      0.18093303  0.21916523  0.260606101  0.37407550  0.31602864
## demo$ethnicity1  0.31305898  0.18812222  0.109354572 -0.06591699  0.02850917
## demo$ethnicity2 -0.11648546 -0.02877719  0.002634963  0.06555894  0.02961996
## demo$ethnicity3 -0.11710325  0.06288605  0.090745251  0.14107601  0.11254279
## demo$ethnicity4 -0.07933889 -0.04263745 -0.010342739  0.04587081  0.00873663
## demo$ethnicity5 -0.08878181 -0.01131241  0.011962559  0.06477412  0.03911294
## demo$ethnicity6 -0.06236184  0.00847733  0.027751438  0.05216354  0.02852380
## demo$ethnicity7  0.11318461 -0.14224215 -0.177272767 -0.17407550 -0.13421046
## demo$ethnicity8  0.04312712 -0.04721039 -0.062987053 -0.07844058 -0.05392038
## demo$ethnicity9  0.06210775  0.02200689  0.001257711 -0.09654210 -0.08262316
##                         266         267         268         269         270
## (Intercept)      0.19548277  0.17560698  0.17977515  0.18093303  0.17931472
## demo$ethnicity1  0.31701723  0.29397344  0.28980527  0.31305898  0.30730736
## demo$ethnicity2 -0.09952318 -0.09563213 -0.11295819 -0.11648546 -0.11397802
## demo$ethnicity3 -0.19548277 -0.03924334 -0.04341151 -0.11710325 -0.09235819
## demo$ethnicity4 -0.07901693 -0.08624569 -0.07821670 -0.07933889 -0.08516827
## demo$ethnicity5 -0.10264439 -0.07357021 -0.06631232 -0.08878181 -0.07864444
## demo$ethnicity6 -0.06923911 -0.04866162 -0.04708750 -0.06236184 -0.05553703
## demo$ethnicity7  0.15586858  0.05019948  0.04603130  0.11318461  0.09341256
## demo$ethnicity8  0.08644217 -0.00268607  0.01219338  0.04312712  0.02328570
## demo$ethnicity9  0.05086463  0.06173152  0.05756334  0.06210775  0.06593033
##                         271          272         273         274         275
## (Intercept)      0.18504569  0.252328367  0.18504569  0.19548277  0.18176134
## demo$ethnicity1  0.31566859  0.117632306  0.31566859  0.31701723  0.29675717
## demo$ethnicity2 -0.10956812  0.010912697 -0.10956812 -0.09952318 -0.10302203
## demo$ethnicity3 -0.14337903  0.099022985 -0.14337903 -0.19548277 -0.07065023
## demo$ethnicity4 -0.08172066 -0.002065005 -0.08172066 -0.07901693 -0.07842531
## demo$ethnicity5 -0.09107884  0.020240293 -0.09107884 -0.10264439 -0.07247979
## demo$ethnicity6 -0.06634531  0.036029171 -0.06634531 -0.06923911 -0.04907917
## demo$ethnicity7  0.12924002 -0.252328367  0.12924002  0.15586858  0.06823866
## demo$ethnicity8  0.05932950 -0.054709319  0.05932950  0.08644217  0.01479950
## demo$ethnicity9  0.05569313  0.009535445  0.05569313  0.05086463  0.05393448
##                         276          277         278         279         280
## (Intercept)      0.17390353  0.171609654  0.19548277  0.18527712  0.41801177
## demo$ethnicity1  0.31271854  0.306908864  0.31701723  0.30134495 -0.14836891
## demo$ethnicity2 -0.12106684 -0.118190851 -0.09952318 -0.09524531  0.07375283
## demo$ethnicity3 -0.08694701 -0.060498543 -0.19548277 -0.09832060  0.14448823
## demo$ethnicity4 -0.07975709 -0.085375130 -0.07901693 -0.08015507  0.05495446
## demo$ethnicity5 -0.08395677 -0.073076608 -0.10264439 -0.08977480  0.07267772
## demo$ethnicity6 -0.06109118 -0.053507262 -0.06923911 -0.05810046  0.05316416
## demo$ethnicity7  0.09882374  0.078390346  0.15586858  0.08745015 -0.15485387
## demo$ethnicity8  0.02869688  0.008284526  0.08644217  0.03358345 -0.06041649
## demo$ethnicity9  0.05997788  0.064086175  0.05086463  0.05996792 -0.08326912
##                         281         282         283         284         285
## (Intercept)      0.18421150  0.51152355  0.19548277  0.19548277  0.18933702
## demo$ethnicity1  0.30978051 -0.34485688  0.31701723  0.31701723  0.31752548
## demo$ethnicity2 -0.10756880  0.09680978 -0.09952318 -0.09952318 -0.10336817
## demo$ethnicity3 -0.12038171  0.15514312 -0.19548277 -0.19548277 -0.16892886
## demo$ethnicity4 -0.08261735  0.08062954 -0.07901693 -0.07901693 -0.07925849
## demo$ethnicity5 -0.08664022  0.09526873 -0.10264439 -0.10264439 -0.09832791
## demo$ethnicity6 -0.05753952  0.05896980 -0.06923911 -0.06923911 -0.06791857
## demo$ethnicity7  0.10990615 -0.09975885  0.15586858  0.15586858  0.14399631
## demo$ethnicity8  0.03984865 -0.05999730  0.08644217  0.08644217  0.07429934
## demo$ethnicity9  0.05882928 -0.04311696  0.05086463  0.05086463  0.04902534
##                         286         287         288         289         290
## (Intercept)      0.19548277  0.18081119  0.19548277  0.17560698  0.17931472
## demo$ethnicity1  0.31701723  0.27887738  0.31701723  0.29397344  0.30730736
## demo$ethnicity2 -0.09952318 -0.08641508 -0.09952318 -0.09563213 -0.11397802
## demo$ethnicity3 -0.19548277 -0.01802050 -0.19548277 -0.03924334 -0.09235819
## demo$ethnicity4 -0.07901693 -0.07608398 -0.07901693 -0.08624569 -0.08516827
## demo$ethnicity5 -0.10264439 -0.06963034 -0.10264439 -0.07357021 -0.07864444
## demo$ethnicity6 -0.06923911 -0.03886710 -0.06923911 -0.04866162 -0.05553703
## demo$ethnicity7  0.15586858  0.01918881  0.15586858  0.05019948  0.09341256
## demo$ethnicity8  0.08644217 -0.01545436  0.08644217 -0.00268607  0.02328570
## demo$ethnicity9  0.05086463  0.05795670  0.05086463  0.06173152  0.06593033
##                         291         292         293         294         295
## (Intercept)      0.19548277  0.18554266  0.19153686  0.17676756  0.19548277
## demo$ethnicity1  0.31701723  0.31517162  0.31532564  0.29281286  0.31701723
## demo$ethnicity2 -0.09952318 -0.11006509 -0.10556802 -0.10995060 -0.09952318
## demo$ethnicity3 -0.19548277 -0.14387600 -0.17112870 -0.04040392 -0.19548277
## demo$ethnicity4 -0.07901693 -0.07692663 -0.08145834 -0.07555231 -0.07901693
## demo$ethnicity5 -0.10264439 -0.09630395 -0.09569684 -0.06931074 -0.10264439
## demo$ethnicity6 -0.06923911 -0.06411165 -0.06777868 -0.04416358 -0.06923911
## demo$ethnicity7  0.15586858  0.12874305  0.14179647  0.04903890  0.15586858
## demo$ethnicity8  0.08644217  0.05883253  0.07209950 -0.00384665  0.08644217
## demo$ethnicity9  0.05086463  0.05519616  0.05746380  0.06057094  0.05086463
##                          296         297         298          299         300
## (Intercept)      0.199780388  0.19392637  0.33725467  0.186556790  0.19548277
## demo$ethnicity1  0.248920911  0.30678792 -0.04670845  0.273131784  0.31701723
## demo$ethnicity2 -0.076335514 -0.08301136  0.05379140 -0.078647167 -0.09952318
## demo$ethnicity3 -0.009304197 -0.15225970  0.13333356 -0.023766092 -0.19548277
## demo$ethnicity4 -0.064865624 -0.08014237  0.03342148 -0.081829577 -0.07901693
## demo$ethnicity5 -0.028415679 -0.09960679  0.05331224 -0.063197092 -0.10264439
## demo$ethnicity6 -0.019325630 -0.06408882  0.05304680 -0.038076754 -0.06923911
## demo$ethnicity7 -0.027366595  0.12035935 -0.19439753  0.013443210  0.15586858
## demo$ethnicity8 -0.022450330  0.06595270 -0.09787672 -0.001592116  0.08644217
## demo$ethnicity9  0.040153475  0.04681245 -0.02664128  0.052211107  0.05086463
##                         301         302         303         304         305
## (Intercept)      0.18933702  0.19548277  0.18308245  0.17696470  0.20877552
## demo$ethnicity1  0.31752548  0.31701723  0.31763183  0.30965737  0.22767351
## demo$ethnicity2 -0.10336817 -0.09952318 -0.10760488 -0.11162801 -0.06897683
## demo$ethnicity3 -0.16892886 -0.19548277 -0.14141579 -0.09000818  0.01073668
## demo$ethnicity4 -0.07925849 -0.07901693 -0.07975742 -0.08281825 -0.05608668
## demo$ethnicity5 -0.09832791 -0.10264439 -0.09405388 -0.08146238 -0.01947979
## demo$ethnicity6 -0.06791857 -0.06923911 -0.06693962 -0.05567407 -0.01119298
## demo$ethnicity7  0.14399631  0.15586858  0.13120326  0.09576257 -0.06591837
## demo$ethnicity8  0.07429934  0.08644217  0.06129274  0.02563571 -0.01896070
## demo$ethnicity9  0.04902534  0.05086463  0.04678680  0.05691671  0.03199997
##                         306         307         308         309          310
## (Intercept)      0.17696470  0.18243646  0.17644141  0.18933702  0.252328367
## demo$ethnicity1  0.30965737  0.27725212  0.31018067  0.31752548  0.117632306
## demo$ethnicity2 -0.11162801 -0.10155386 -0.11110472 -0.10336817  0.010912697
## demo$ethnicity3 -0.09000818 -0.01964576 -0.08948489 -0.16892886  0.099022985
## demo$ethnicity4 -0.08281825 -0.07754241 -0.08785052 -0.07925849 -0.002065005
## demo$ethnicity5 -0.08146238 -0.05352121 -0.07600082 -0.09832791  0.020240293
## demo$ethnicity6 -0.05567407 -0.03133836 -0.05801408 -0.06791857  0.036029171
## demo$ethnicity7  0.09576257  0.01756354  0.09628587  0.14399631 -0.252328367
## demo$ethnicity8  0.02563571 -0.01707963  0.02615901  0.07429934 -0.054709319
## demo$ethnicity9  0.05691671  0.05633144  0.05744000  0.04902534  0.009535445
##                         311         312
## (Intercept)      0.17696470  0.24686793
## demo$ethnicity1  0.30965737  0.14295663
## demo$ethnicity2 -0.11162801 -0.02114026
## demo$ethnicity3 -0.09000818  0.06892154
## demo$ethnicity4 -0.08281825 -0.03460801
## demo$ethnicity5 -0.08146238 -0.01186549
## demo$ethnicity6 -0.05567407  0.01285439
## demo$ethnicity7  0.09576257 -0.12686793
## demo$ethnicity8  0.02563571 -0.03932452
## demo$ethnicity9  0.05691671  0.01539551
## 
## $f.perms
##              [,1]
##    [1,] 0.8915404
##    [2,] 0.6136984
##    [3,] 0.6395510
##    [4,] 0.4598551
##    [5,] 0.8268569
##    [6,] 0.3857025
##    [7,] 1.4172335
##    [8,] 0.8682116
##    [9,] 0.9223865
##   [10,] 1.0354999
##   [11,] 0.4494825
##   [12,] 0.3525394
##   [13,] 1.1248946
##   [14,] 0.6171034
##   [15,] 1.0809463
##   [16,] 1.6927914
##   [17,] 0.9175201
##   [18,] 0.9301973
##   [19,] 1.6206371
##   [20,] 1.0542548
##   [21,] 0.4782588
##   [22,] 1.1659267
##   [23,] 0.6361453
##   [24,] 1.0259677
##   [25,] 1.0476157
##   [26,] 0.3251338
##   [27,] 0.5683183
##   [28,] 1.5044519
##   [29,] 0.4643620
##   [30,] 1.2179042
##   [31,] 1.8370072
##   [32,] 0.4399597
##   [33,] 2.4076265
##   [34,] 1.0635291
##   [35,] 0.7617119
##   [36,] 1.6741416
##   [37,] 1.9779429
##   [38,] 1.0482145
##   [39,] 2.1457378
##   [40,] 0.5590781
##   [41,] 1.6951682
##   [42,] 0.9129396
##   [43,] 1.9310423
##   [44,] 0.3965373
##   [45,] 0.6140984
##   [46,] 0.6849502
##   [47,] 1.3352911
##   [48,] 1.7823779
##   [49,] 0.9039408
##   [50,] 0.7020880
##   [51,] 1.7250846
##   [52,] 1.5180418
##   [53,] 0.7153250
##   [54,] 1.3006183
##   [55,] 0.6006302
##   [56,] 0.4516290
##   [57,] 1.8089289
##   [58,] 0.8827500
##   [59,] 0.5211019
##   [60,] 0.3897386
##   [61,] 0.5223061
##   [62,] 0.4482039
##   [63,] 0.6315795
##   [64,] 0.4162804
##   [65,] 1.8841349
##   [66,] 1.0944389
##   [67,] 0.9040709
##   [68,] 0.4155572
##   [69,] 0.5218795
##   [70,] 0.8937917
##   [71,] 1.2100999
##   [72,] 0.6309227
##   [73,] 0.9447184
##   [74,] 1.8383703
##   [75,] 1.6017478
##   [76,] 0.8744951
##   [77,] 0.7439039
##   [78,] 0.5533193
##   [79,] 0.6879980
##   [80,] 0.8548352
##   [81,] 1.1033764
##   [82,] 1.7138372
##   [83,] 0.3975632
##   [84,] 0.8524706
##   [85,] 0.8523312
##   [86,] 1.6946330
##   [87,] 0.7700505
##   [88,] 0.6694602
##   [89,] 0.9503633
##   [90,] 0.4537540
##   [91,] 0.9697376
##   [92,] 0.7571454
##   [93,] 1.4031590
##   [94,] 1.1842775
##   [95,] 2.1277139
##   [96,] 0.7312015
##   [97,] 1.7334579
##   [98,] 0.9425295
##   [99,] 0.6917589
##  [100,] 1.1378482
##  [101,] 0.6436650
##  [102,] 0.8885638
##  [103,] 0.3625602
##  [104,] 1.7631790
##  [105,] 0.7326265
##  [106,] 0.7009186
##  [107,] 2.8681450
##  [108,] 0.5934110
##  [109,] 0.6014937
##  [110,] 0.8041555
##  [111,] 1.4812465
##  [112,] 0.6292935
##  [113,] 0.6105074
##  [114,] 0.6481031
##  [115,] 0.9230877
##  [116,] 0.8049427
##  [117,] 2.1778383
##  [118,] 0.9481896
##  [119,] 2.2775877
##  [120,] 0.7253980
##  [121,] 0.5796804
##  [122,] 1.0143825
##  [123,] 2.2356102
##  [124,] 1.7703539
##  [125,] 1.5125743
##  [126,] 0.6888965
##  [127,] 1.4204033
##  [128,] 0.7889874
##  [129,] 0.6896225
##  [130,] 0.4262121
##  [131,] 0.4575014
##  [132,] 0.5473612
##  [133,] 1.2616110
##  [134,] 0.3978510
##  [135,] 0.5592404
##  [136,] 0.5643093
##  [137,] 1.0609823
##  [138,] 1.7089097
##  [139,] 2.2335449
##  [140,] 0.9735230
##  [141,] 1.9833090
##  [142,] 0.9606807
##  [143,] 1.7713270
##  [144,] 1.8386141
##  [145,] 1.2065827
##  [146,] 0.6969043
##  [147,] 0.5504710
##  [148,] 0.4350938
##  [149,] 0.7425560
##  [150,] 0.4521659
##  [151,] 0.9256195
##  [152,] 0.8830678
##  [153,] 1.3824843
##  [154,] 1.1925006
##  [155,] 1.1578372
##  [156,] 0.8516194
##  [157,] 0.8111926
##  [158,] 1.1112233
##  [159,] 0.9162848
##  [160,] 0.8336327
##  [161,] 1.0418237
##  [162,] 0.4157845
##  [163,] 0.7592430
##  [164,] 0.7191203
##  [165,] 1.2184475
##  [166,] 0.8053435
##  [167,] 0.5718051
##  [168,] 0.6924342
##  [169,] 1.1155769
##  [170,] 1.4384646
##  [171,] 0.7860837
##  [172,] 1.2722383
##  [173,] 1.6020860
##  [174,] 0.6191110
##  [175,] 1.8272714
##  [176,] 0.7847754
##  [177,] 0.3824015
##  [178,] 0.6373071
##  [179,] 1.8980377
##  [180,] 0.7864325
##  [181,] 1.1993650
##  [182,] 0.9394389
##  [183,] 0.5087874
##  [184,] 1.0542411
##  [185,] 0.6628859
##  [186,] 0.4358686
##  [187,] 0.9066917
##  [188,] 1.3730027
##  [189,] 2.3217845
##  [190,] 0.4366563
##  [191,] 0.4198390
##  [192,] 1.1160189
##  [193,] 0.5557130
##  [194,] 1.0805224
##  [195,] 0.7845392
##  [196,] 1.4614908
##  [197,] 0.6759812
##  [198,] 0.6530826
##  [199,] 1.7347132
##  [200,] 0.3627533
##  [201,] 0.9767533
##  [202,] 2.0100249
##  [203,] 0.4538096
##  [204,] 0.9756798
##  [205,] 1.4904089
##  [206,] 1.7653196
##  [207,] 0.7727859
##  [208,] 1.0841090
##  [209,] 0.5049274
##  [210,] 0.5031659
##  [211,] 0.8462720
##  [212,] 0.7420517
##  [213,] 0.4150367
##  [214,] 1.6538628
##  [215,] 1.7538595
##  [216,] 0.4553878
##  [217,] 0.6569190
##  [218,] 1.0826106
##  [219,] 0.5811577
##  [220,] 1.4217097
##  [221,] 0.8752905
##  [222,] 2.4213292
##  [223,] 1.1501362
##  [224,] 1.5962992
##  [225,] 1.3426874
##  [226,] 0.9845504
##  [227,] 1.5672719
##  [228,] 0.8306934
##  [229,] 0.7046459
##  [230,] 2.4283460
##  [231,] 1.0662525
##  [232,] 0.9263381
##  [233,] 1.0216024
##  [234,] 0.9083510
##  [235,] 0.8068900
##  [236,] 0.3882934
##  [237,] 2.1297753
##  [238,] 0.5508250
##  [239,] 0.6841863
##  [240,] 1.1519668
##  [241,] 1.5687301
##  [242,] 0.3811843
##  [243,] 0.8496732
##  [244,] 0.5088652
##  [245,] 0.3885436
##  [246,] 1.0233724
##  [247,] 0.7499742
##  [248,] 1.7878592
##  [249,] 0.9544715
##  [250,] 0.9384261
##  [251,] 0.6524345
##  [252,] 0.5914926
##  [253,] 1.6862539
##  [254,] 0.9616119
##  [255,] 0.7758261
##  [256,] 0.6568348
##  [257,] 0.9172779
##  [258,] 0.3776586
##  [259,] 1.7659610
##  [260,] 2.1181419
##  [261,] 0.7136549
##  [262,] 2.0664181
##  [263,] 0.6427839
##  [264,] 0.4636935
##  [265,] 1.9727066
##  [266,] 2.5953736
##  [267,] 1.5567220
##  [268,] 0.6250289
##  [269,] 0.7266075
##  [270,] 0.9687322
##  [271,] 1.5674784
##  [272,] 0.5946600
##  [273,] 0.5118493
##  [274,] 1.7864729
##  [275,] 0.4414400
##  [276,] 2.1938210
##  [277,] 0.4065861
##  [278,] 0.7062427
##  [279,] 1.3292435
##  [280,] 0.4954200
##  [281,] 1.1544795
##  [282,] 0.5570092
##  [283,] 0.3153788
##  [284,] 1.0589828
##  [285,] 0.5265225
##  [286,] 2.4986983
##  [287,] 0.8695248
##  [288,] 2.3337552
##  [289,] 1.3682274
##  [290,] 1.5151938
##  [291,] 3.3244551
##  [292,] 0.8291975
##  [293,] 1.3627643
##  [294,] 0.8668038
##  [295,] 0.8099675
##  [296,] 1.2751545
##  [297,] 1.9545220
##  [298,] 1.6956572
##  [299,] 0.7017543
##  [300,] 0.7161196
##  [301,] 0.6986020
##  [302,] 0.5676969
##  [303,] 1.1667925
##  [304,] 0.9039779
##  [305,] 0.6347956
##  [306,] 0.8781164
##  [307,] 1.0192528
##  [308,] 1.0897580
##  [309,] 0.9767538
##  [310,] 0.5713237
##  [311,] 0.6468459
##  [312,] 0.3766874
##  [313,] 2.3208643
##  [314,] 0.9283156
##  [315,] 1.8700843
##  [316,] 0.9615662
##  [317,] 1.7435146
##  [318,] 2.0238157
##  [319,] 0.8978404
##  [320,] 0.4481852
##  [321,] 1.1531895
##  [322,] 0.4085428
##  [323,] 0.6525513
##  [324,] 0.9662876
##  [325,] 1.0982585
##  [326,] 1.4911091
##  [327,] 0.9512780
##  [328,] 0.7483839
##  [329,] 0.7525747
##  [330,] 1.8012325
##  [331,] 2.0357132
##  [332,] 1.0851799
##  [333,] 0.7177503
##  [334,] 1.9421435
##  [335,] 1.9242435
##  [336,] 0.4049247
##  [337,] 1.9715467
##  [338,] 0.7708551
##  [339,] 0.5921875
##  [340,] 0.5787703
##  [341,] 0.4724316
##  [342,] 0.3532281
##  [343,] 0.6952569
##  [344,] 2.2272482
##  [345,] 0.5310547
##  [346,] 0.5524671
##  [347,] 1.4093175
##  [348,] 0.5549291
##  [349,] 0.6809602
##  [350,] 1.1388604
##  [351,] 0.6374349
##  [352,] 0.6108774
##  [353,] 1.1125360
##  [354,] 0.8278506
##  [355,] 0.5725699
##  [356,] 0.3304170
##  [357,] 0.4034786
##  [358,] 0.6960878
##  [359,] 1.9065457
##  [360,] 0.6346629
##  [361,] 2.3498531
##  [362,] 0.9741242
##  [363,] 0.4821851
##  [364,] 0.6115865
##  [365,] 0.4377430
##  [366,] 2.2355429
##  [367,] 0.5368267
##  [368,] 0.6393765
##  [369,] 0.4603121
##  [370,] 0.7338519
##  [371,] 0.6186019
##  [372,] 0.5689248
##  [373,] 0.6960720
##  [374,] 3.3866634
##  [375,] 0.7079429
##  [376,] 0.9525646
##  [377,] 1.4387719
##  [378,] 1.1977163
##  [379,] 0.5265455
##  [380,] 0.5624252
##  [381,] 1.5592808
##  [382,] 0.6809495
##  [383,] 0.6862227
##  [384,] 1.3230379
##  [385,] 1.4755777
##  [386,] 2.0426691
##  [387,] 0.4385064
##  [388,] 1.9238423
##  [389,] 1.0055265
##  [390,] 0.5623291
##  [391,] 0.8573780
##  [392,] 1.1141161
##  [393,] 0.7404035
##  [394,] 4.0497968
##  [395,] 0.5958139
##  [396,] 1.3389677
##  [397,] 0.9016845
##  [398,] 0.7147186
##  [399,] 0.8377265
##  [400,] 0.3299787
##  [401,] 0.9127993
##  [402,] 0.7447418
##  [403,] 0.9245273
##  [404,] 0.7986852
##  [405,] 0.7070871
##  [406,] 1.3131362
##  [407,] 2.2381950
##  [408,] 1.6719940
##  [409,] 1.0654103
##  [410,] 0.6491027
##  [411,] 0.6831922
##  [412,] 2.6193282
##  [413,] 0.5712123
##  [414,] 0.3755427
##  [415,] 0.7689838
##  [416,] 0.6703958
##  [417,] 0.5486204
##  [418,] 1.9422145
##  [419,] 0.8394298
##  [420,] 0.5465550
##  [421,] 1.2975536
##  [422,] 0.5950966
##  [423,] 0.7273716
##  [424,] 1.0930627
##  [425,] 1.3969155
##  [426,] 0.6692347
##  [427,] 0.9271547
##  [428,] 0.5882021
##  [429,] 0.8626518
##  [430,] 0.4268465
##  [431,] 1.5568288
##  [432,] 1.9924864
##  [433,] 0.3495177
##  [434,] 0.8473425
##  [435,] 2.2947446
##  [436,] 0.7486752
##  [437,] 1.1054689
##  [438,] 0.6629763
##  [439,] 0.6206379
##  [440,] 0.5926292
##  [441,] 0.8801706
##  [442,] 0.5975657
##  [443,] 0.8301191
##  [444,] 1.9766883
##  [445,] 0.9852014
##  [446,] 0.6541200
##  [447,] 0.5527824
##  [448,] 2.5394623
##  [449,] 0.9136155
##  [450,] 0.6831558
##  [451,] 1.3569047
##  [452,] 1.0092702
##  [453,] 0.9448834
##  [454,] 0.7468222
##  [455,] 0.9344650
##  [456,] 1.2048455
##  [457,] 1.7732386
##  [458,] 2.0375685
##  [459,] 2.1552773
##  [460,] 1.1261442
##  [461,] 0.7686326
##  [462,] 0.8793443
##  [463,] 1.1415604
##  [464,] 0.5779849
##  [465,] 0.5473809
##  [466,] 0.4081847
##  [467,] 0.6252770
##  [468,] 1.2546250
##  [469,] 0.5532535
##  [470,] 1.6096648
##  [471,] 0.4674531
##  [472,] 2.0016539
##  [473,] 0.6631115
##  [474,] 2.0786908
##  [475,] 1.3849587
##  [476,] 0.4905935
##  [477,] 0.7118526
##  [478,] 0.9022356
##  [479,] 0.6579460
##  [480,] 1.1316363
##  [481,] 0.5508461
##  [482,] 0.8318450
##  [483,] 1.8867383
##  [484,] 2.2941926
##  [485,] 1.0768197
##  [486,] 1.0552296
##  [487,] 1.8040436
##  [488,] 1.3737742
##  [489,] 0.6547992
##  [490,] 0.5794878
##  [491,] 0.5757849
##  [492,] 1.3813367
##  [493,] 2.0109117
##  [494,] 0.8774718
##  [495,] 0.4601704
##  [496,] 1.2499439
##  [497,] 0.8788281
##  [498,] 0.3873134
##  [499,] 1.8054736
##  [500,] 0.3422932
##  [501,] 0.8788162
##  [502,] 0.6506008
##  [503,] 0.6573315
##  [504,] 0.5947274
##  [505,] 2.1043667
##  [506,] 0.6679550
##  [507,] 1.2557951
##  [508,] 1.3845668
##  [509,] 0.5611921
##  [510,] 1.4933369
##  [511,] 1.4025095
##  [512,] 1.4375174
##  [513,] 2.8904888
##  [514,] 1.3995023
##  [515,] 2.2517382
##  [516,] 0.9532654
##  [517,] 1.2186839
##  [518,] 0.4887938
##  [519,] 0.4629064
##  [520,] 0.7689102
##  [521,] 1.1719081
##  [522,] 1.0594405
##  [523,] 1.2066354
##  [524,] 0.3737849
##  [525,] 1.0297856
##  [526,] 0.9874292
##  [527,] 0.6223466
##  [528,] 0.6126550
##  [529,] 0.9377469
##  [530,] 0.3605999
##  [531,] 1.5904113
##  [532,] 0.4207901
##  [533,] 1.1459808
##  [534,] 0.6414916
##  [535,] 1.7636465
##  [536,] 1.7023287
##  [537,] 0.8431249
##  [538,] 1.6445152
##  [539,] 0.6520445
##  [540,] 0.7866478
##  [541,] 0.6800756
##  [542,] 1.0719477
##  [543,] 1.2544355
##  [544,] 0.9873100
##  [545,] 0.4976213
##  [546,] 1.2379490
##  [547,] 0.5311870
##  [548,] 2.2891581
##  [549,] 0.8823516
##  [550,] 0.5671988
##  [551,] 0.5396221
##  [552,] 1.2491760
##  [553,] 2.0860243
##  [554,] 0.7393676
##  [555,] 0.5046893
##  [556,] 0.6302940
##  [557,] 0.7565003
##  [558,] 1.1598642
##  [559,] 2.3094231
##  [560,] 1.3328070
##  [561,] 0.5145561
##  [562,] 0.4355667
##  [563,] 0.5092068
##  [564,] 0.6189131
##  [565,] 0.6353433
##  [566,] 1.0217523
##  [567,] 0.9904137
##  [568,] 0.3258702
##  [569,] 0.6108173
##  [570,] 0.5326993
##  [571,] 0.9833033
##  [572,] 2.0603447
##  [573,] 1.8666603
##  [574,] 0.4138460
##  [575,] 0.9267240
##  [576,] 1.1178754
##  [577,] 0.7494782
##  [578,] 0.7150824
##  [579,] 1.7347813
##  [580,] 0.5409212
##  [581,] 1.1294898
##  [582,] 0.3340006
##  [583,] 1.1948370
##  [584,] 1.5768276
##  [585,] 1.8170476
##  [586,] 0.4266130
##  [587,] 0.7616440
##  [588,] 0.6527160
##  [589,] 1.7340939
##  [590,] 1.0012223
##  [591,] 0.5779129
##  [592,] 0.5224648
##  [593,] 0.9025453
##  [594,] 0.5824699
##  [595,] 0.7574963
##  [596,] 0.3408698
##  [597,] 0.7248746
##  [598,] 0.8244908
##  [599,] 1.2733373
##  [600,] 0.6320934
##  [601,] 0.6010414
##  [602,] 0.8463164
##  [603,] 0.7643225
##  [604,] 2.3768400
##  [605,] 0.7007272
##  [606,] 1.4274681
##  [607,] 0.4887425
##  [608,] 1.8464025
##  [609,] 1.1261621
##  [610,] 0.7471529
##  [611,] 0.7885630
##  [612,] 0.6312933
##  [613,] 0.8922708
##  [614,] 0.9412918
##  [615,] 0.9107439
##  [616,] 0.9952919
##  [617,] 0.4908050
##  [618,] 0.5628835
##  [619,] 0.5878638
##  [620,] 1.3784851
##  [621,] 0.6029231
##  [622,] 0.2166547
##  [623,] 0.8206295
##  [624,] 0.6036557
##  [625,] 1.0736813
##  [626,] 0.6954441
##  [627,] 2.7800582
##  [628,] 0.9003456
##  [629,] 0.7211249
##  [630,] 0.9405190
##  [631,] 1.1882903
##  [632,] 1.4917244
##  [633,] 0.4250976
##  [634,] 0.4769463
##  [635,] 0.5998325
##  [636,] 0.9264684
##  [637,] 0.3942416
##  [638,] 1.2960002
##  [639,] 1.4084051
##  [640,] 1.1890765
##  [641,] 0.4817276
##  [642,] 0.6567631
##  [643,] 0.5449977
##  [644,] 0.5244182
##  [645,] 1.6327983
##  [646,] 0.9335117
##  [647,] 0.7690033
##  [648,] 1.0562115
##  [649,] 0.7713942
##  [650,] 0.4416682
##  [651,] 0.8565634
##  [652,] 1.2801592
##  [653,] 0.6756267
##  [654,] 1.7811622
##  [655,] 0.3801398
##  [656,] 1.2354239
##  [657,] 0.9045582
##  [658,] 0.8794650
##  [659,] 0.7399444
##  [660,] 0.3715613
##  [661,] 1.0602510
##  [662,] 0.8994535
##  [663,] 0.6057676
##  [664,] 1.4479306
##  [665,] 2.0075101
##  [666,] 0.9670842
##  [667,] 2.7913119
##  [668,] 0.8199534
##  [669,] 0.8622320
##  [670,] 0.5118724
##  [671,] 3.1443230
##  [672,] 0.6558185
##  [673,] 0.3935431
##  [674,] 0.9650341
##  [675,] 0.6001543
##  [676,] 1.5827356
##  [677,] 1.0329921
##  [678,] 2.4166456
##  [679,] 1.9516404
##  [680,] 0.7573103
##  [681,] 0.8490735
##  [682,] 0.8270051
##  [683,] 0.7304779
##  [684,] 2.4601506
##  [685,] 1.3563027
##  [686,] 1.4946637
##  [687,] 1.0853860
##  [688,] 0.8221259
##  [689,] 0.4574780
##  [690,] 1.1986810
##  [691,] 0.4383943
##  [692,] 0.4425056
##  [693,] 0.5343194
##  [694,] 1.4627269
##  [695,] 0.6205198
##  [696,] 0.6941623
##  [697,] 0.8694628
##  [698,] 1.4775287
##  [699,] 0.7339780
##  [700,] 0.5171514
##  [701,] 0.7551652
##  [702,] 0.3050182
##  [703,] 1.2635569
##  [704,] 0.6713077
##  [705,] 1.1233216
##  [706,] 0.5022701
##  [707,] 0.8387508
##  [708,] 0.5643648
##  [709,] 0.5564131
##  [710,] 0.7335272
##  [711,] 1.3783800
##  [712,] 1.0402043
##  [713,] 2.1881956
##  [714,] 0.8472449
##  [715,] 0.7084027
##  [716,] 1.2194632
##  [717,] 0.4764247
##  [718,] 0.4420012
##  [719,] 0.9887603
##  [720,] 0.8950860
##  [721,] 1.0449496
##  [722,] 1.2650171
##  [723,] 0.4981247
##  [724,] 0.5803029
##  [725,] 0.6216822
##  [726,] 0.3409355
##  [727,] 0.5513515
##  [728,] 1.2437195
##  [729,] 1.3854819
##  [730,] 0.9334456
##  [731,] 0.3148393
##  [732,] 0.6328934
##  [733,] 0.6321875
##  [734,] 0.6789608
##  [735,] 0.7989652
##  [736,] 0.7380918
##  [737,] 0.7452914
##  [738,] 1.3619369
##  [739,] 0.9127025
##  [740,] 0.7779166
##  [741,] 0.9114787
##  [742,] 0.4830973
##  [743,] 1.2908120
##  [744,] 1.9930138
##  [745,] 0.5044975
##  [746,] 1.4257154
##  [747,] 0.4597287
##  [748,] 0.9162588
##  [749,] 0.4939846
##  [750,] 0.7058416
##  [751,] 0.4272495
##  [752,] 1.3171129
##  [753,] 0.7419414
##  [754,] 1.7472155
##  [755,] 0.9363835
##  [756,] 0.6447493
##  [757,] 1.1662825
##  [758,] 0.6031630
##  [759,] 1.1000659
##  [760,] 1.0614125
##  [761,] 0.5492253
##  [762,] 1.0703440
##  [763,] 0.9153397
##  [764,] 1.3618328
##  [765,] 0.5852605
##  [766,] 2.0290362
##  [767,] 0.4841546
##  [768,] 1.4732050
##  [769,] 1.4114125
##  [770,] 0.7063876
##  [771,] 1.7693340
##  [772,] 0.6523924
##  [773,] 1.0221653
##  [774,] 1.5641443
##  [775,] 0.4263317
##  [776,] 0.4810723
##  [777,] 1.3507514
##  [778,] 0.7009903
##  [779,] 0.6669981
##  [780,] 0.6293113
##  [781,] 1.2002299
##  [782,] 0.8292561
##  [783,] 1.8649976
##  [784,] 1.3992793
##  [785,] 0.5010048
##  [786,] 1.7962308
##  [787,] 0.5210006
##  [788,] 0.8750804
##  [789,] 1.2236171
##  [790,] 0.4515592
##  [791,] 0.5899314
##  [792,] 0.8221659
##  [793,] 0.6177730
##  [794,] 1.7553703
##  [795,] 1.8442920
##  [796,] 0.5422319
##  [797,] 0.2190426
##  [798,] 0.5090863
##  [799,] 0.6521574
##  [800,] 0.9977389
##  [801,] 1.5764226
##  [802,] 0.7353887
##  [803,] 2.2631534
##  [804,] 0.6316909
##  [805,] 1.4000677
##  [806,] 0.8080283
##  [807,] 0.9356133
##  [808,] 0.7845378
##  [809,] 1.0652793
##  [810,] 0.5394616
##  [811,] 1.9150133
##  [812,] 1.0850777
##  [813,] 0.9527067
##  [814,] 1.2970507
##  [815,] 0.7820237
##  [816,] 0.6405560
##  [817,] 0.5206217
##  [818,] 0.9966434
##  [819,] 0.7268793
##  [820,] 1.8939121
##  [821,] 1.6259668
##  [822,] 0.2846603
##  [823,] 1.6605894
##  [824,] 1.6208344
##  [825,] 0.7602757
##  [826,] 0.6013441
##  [827,] 0.6772427
##  [828,] 1.0227048
##  [829,] 1.8612259
##  [830,] 0.9454635
##  [831,] 0.5245504
##  [832,] 0.4065767
##  [833,] 0.7114538
##  [834,] 0.5487552
##  [835,] 0.7630603
##  [836,] 0.6435614
##  [837,] 2.1129912
##  [838,] 0.6013310
##  [839,] 1.2110632
##  [840,] 0.7933382
##  [841,] 1.1354684
##  [842,] 1.1373393
##  [843,] 0.6774309
##  [844,] 0.9365777
##  [845,] 1.4636825
##  [846,] 1.5490225
##  [847,] 1.9048751
##  [848,] 0.5192939
##  [849,] 1.0628493
##  [850,] 0.6916189
##  [851,] 0.6214416
##  [852,] 0.3980370
##  [853,] 0.5080571
##  [854,] 1.8852483
##  [855,] 1.3194400
##  [856,] 0.6888785
##  [857,] 0.3857402
##  [858,] 0.3244425
##  [859,] 1.6564229
##  [860,] 1.1157080
##  [861,] 2.1295643
##  [862,] 1.3187227
##  [863,] 1.4257026
##  [864,] 0.7613239
##  [865,] 0.6319566
##  [866,] 0.5952176
##  [867,] 0.5713741
##  [868,] 0.9047041
##  [869,] 0.5391790
##  [870,] 0.5043276
##  [871,] 0.7445931
##  [872,] 0.4656325
##  [873,] 0.8597772
##  [874,] 0.2724512
##  [875,] 1.5137449
##  [876,] 1.8187228
##  [877,] 0.3984769
##  [878,] 1.9717370
##  [879,] 0.7529926
##  [880,] 1.1243217
##  [881,] 0.8751076
##  [882,] 0.4398020
##  [883,] 0.6929342
##  [884,] 0.6514692
##  [885,] 1.8827016
##  [886,] 1.9191949
##  [887,] 0.7145429
##  [888,] 0.4966367
##  [889,] 0.9614702
##  [890,] 1.7189100
##  [891,] 0.5884803
##  [892,] 1.7185498
##  [893,] 0.8840726
##  [894,] 0.7032483
##  [895,] 0.7229290
##  [896,] 2.2343592
##  [897,] 0.5404901
##  [898,] 0.3570068
##  [899,] 0.9113046
##  [900,] 0.3780384
##  [901,] 0.9223391
##  [902,] 0.4839007
##  [903,] 1.4947938
##  [904,] 0.6688191
##  [905,] 0.9708887
##  [906,] 0.5508490
##  [907,] 1.0944749
##  [908,] 0.3371312
##  [909,] 0.6622904
##  [910,] 0.5516085
##  [911,] 0.4505377
##  [912,] 1.2670979
##  [913,] 1.9529208
##  [914,] 1.3891397
##  [915,] 0.3919827
##  [916,] 0.4147146
##  [917,] 1.2273072
##  [918,] 0.2493030
##  [919,] 0.5904324
##  [920,] 0.7957319
##  [921,] 0.7185203
##  [922,] 0.5334290
##  [923,] 1.5160227
##  [924,] 1.1909120
##  [925,] 0.5693715
##  [926,] 1.6338648
##  [927,] 0.8309081
##  [928,] 1.2844124
##  [929,] 0.6473580
##  [930,] 2.3906180
##  [931,] 0.2535746
##  [932,] 0.6583979
##  [933,] 1.1704290
##  [934,] 0.5950563
##  [935,] 1.2713167
##  [936,] 0.9819253
##  [937,] 1.5681152
##  [938,] 0.5618679
##  [939,] 1.2712160
##  [940,] 0.5435446
##  [941,] 1.9648551
##  [942,] 1.3093887
##  [943,] 0.5395387
##  [944,] 0.4816862
##  [945,] 0.9926459
##  [946,] 0.4660153
##  [947,] 1.8378602
##  [948,] 1.3957711
##  [949,] 0.7348306
##  [950,] 1.9700168
##  [951,] 0.6469477
##  [952,] 0.6186400
##  [953,] 0.5751903
##  [954,] 0.8130661
##  [955,] 1.3089689
##  [956,] 2.1953427
##  [957,] 1.3731089
##  [958,] 0.6609546
##  [959,] 0.7688701
##  [960,] 1.2221176
##  [961,] 1.6492360
##  [962,] 1.9090430
##  [963,] 1.8360501
##  [964,] 0.6301913
##  [965,] 0.8734726
##  [966,] 0.8037460
##  [967,] 0.9247842
##  [968,] 1.0563777
##  [969,] 1.0022024
##  [970,] 0.6582607
##  [971,] 0.9793889
##  [972,] 0.6940952
##  [973,] 0.6786321
##  [974,] 0.7952540
##  [975,] 0.9274594
##  [976,] 1.7194865
##  [977,] 0.4573127
##  [978,] 1.3496803
##  [979,] 0.5841317
##  [980,] 0.6786836
##  [981,] 1.3146416
##  [982,] 0.3808575
##  [983,] 1.2365475
##  [984,] 0.3714747
##  [985,] 2.3703083
##  [986,] 0.8483188
##  [987,] 1.0178921
##  [988,] 1.5034056
##  [989,] 0.5097158
##  [990,] 0.3601397
##  [991,] 2.3780193
##  [992,] 0.4601517
##  [993,] 0.3320552
##  [994,] 0.5991552
##  [995,] 1.9152795
##  [996,] 1.0641999
##  [997,] 0.7273321
##  [998,] 1.3667618
##  [999,] 0.5341728
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## im ~ demo$ethnicity
## attr(,"variables")
## list(im, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## im                          0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Intrinsic Motivation across ethnicity.

Self-Determination

Now, Self-Determination:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)    
## demo$ethnicity   9    0.9636 0.107065  4.8598 0.12651  0.001 ***
## Residuals      302    6.6533 0.022031         0.87349           
## Total          311    7.6168                  1.00000           
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = sd ~ demo$ethnicity)
## 
## $coefficients
##                        sd1        sd2         sd3         sd4        sd5
## (Intercept)      3.4465192  3.3244978  3.46546244  3.39058382  3.3283216
## demo$ethnicity1 -1.2465192 -1.3244978 -1.06546244 -1.19058382 -1.3283216
## demo$ethnicity2  0.3034808  0.4255022  0.03453756 -0.14058382  0.1716784
## demo$ethnicity3  1.5534808  0.6755022  1.53453756  1.60941618  0.6716784
## demo$ethnicity4  0.6645919  0.7866133  0.64564867  0.72052729  0.4494562
## demo$ethnicity5  0.8868142  1.0088355  0.64564867  0.94274951  0.8939006
## demo$ethnicity6  0.2593632  0.3225610  0.29924345  0.13882795  0.2599137
## demo$ethnicity7 -1.4465192 -1.3244978 -1.46546244 -1.39058382 -0.3283216
## demo$ethnicity8 -0.4465192 -0.3244978 -0.13212910 -0.05725049 -0.3283216
## demo$ethnicity9 -0.9465192 -0.8244978 -0.96546244 -0.89058382 -0.8283216
## 
## $coef.sites
##                           1            2           3           4           5
## (Intercept)      0.22205825  0.189145013  0.19745326  0.18984144  0.22205825
## demo$ethnicity1  0.23435200  0.245843167  0.22916881  0.20684713  0.23435200
## demo$ethnicity2 -0.03780219 -0.043857375 -0.05091244 -0.03566039 -0.03780219
## demo$ethnicity3 -0.18039159 -0.166922791 -0.10654417 -0.06789022 -0.18039159
## demo$ethnicity4 -0.10891590 -0.089903906 -0.09519157 -0.06752347 -0.10891590
## demo$ethnicity5 -0.13676495 -0.109080560 -0.09290451 -0.05878867 -0.13676495
## demo$ethnicity6 -0.05145880 -0.054508623 -0.05594328 -0.04688191 -0.05145880
## demo$ethnicity7  0.16683064  0.144188320  0.11504674  0.05153787  0.16683064
## demo$ethnicity8  0.02051700 -0.006421436 -0.01977198 -0.04905780  0.02051700
## demo$ethnicity9  0.16683064  0.149479325  0.14682441  0.11908304  0.16683064
##                           6           7           8            9           10
## (Intercept)      0.17867984  0.17631057  0.22205825  0.221304065  0.408854128
## demo$ethnicity1  0.21800874  0.23126519  0.23435200  0.133602432 -0.110639843
## demo$ethnicity2 -0.05391055 -0.05190580 -0.03780219 -0.043826587  0.002860847
## demo$ethnicity3 -0.05672862 -0.08107247 -0.18039159  0.021939179  0.124479205
## demo$ethnicity4 -0.08123912 -0.07593553 -0.10891590 -0.041192840  0.087034791
## demo$ethnicity5 -0.06151595 -0.07940302 -0.13676495 -0.005902579  0.099547001
## demo$ethnicity6 -0.05886541 -0.05317940 -0.05145880 -0.038397363  0.028764334
## demo$ethnicity7  0.06269947  0.09035610  0.16683064 -0.021304065 -0.186631906
## demo$ethnicity8 -0.03739569 -0.04630942  0.02051700 -0.073576792 -0.010302092
## demo$ethnicity9  0.13024465  0.12817661  0.16683064  0.103773335 -0.084780054
##                           11          12          13          14          15
## (Intercept)      0.226104304  0.18086052  0.18042645  0.17111353  0.22205825
## demo$ethnicity1  0.128802193  0.24576156  0.24619563  0.24640281  0.23435200
## demo$ethnicity2 -0.031960160 -0.04622446 -0.04524927 -0.04721568 -0.03780219
## demo$ethnicity3  0.017138939 -0.13540597 -0.13497190 -0.10134609 -0.18039159
## demo$ethnicity4 -0.030818182 -0.08870506 -0.09343895 -0.09163888 -0.10891590
## demo$ethnicity5 -0.003968812 -0.10282011 -0.10755959 -0.09526234 -0.13676495
## demo$ethnicity6 -0.038995922 -0.05459877 -0.05141686 -0.05686771 -0.05145880
## demo$ethnicity7 -0.026104304  0.13163948  0.13207355  0.11920905  0.16683064
## demo$ethnicity8 -0.078377032 -0.02027326 -0.01983919 -0.03391155  0.02051700
## demo$ethnicity9  0.098973095  0.13902691  0.13946098  0.12888647  0.16683064
##                          16          17           18           19          20
## (Intercept)      0.17111353  0.17111353  0.194631009  0.197338647  0.17867984
## demo$ethnicity1  0.24640281  0.24640281  0.190223811  0.245357621  0.21800874
## demo$ethnicity2 -0.04721568 -0.04721568 -0.054054134 -0.041998356 -0.05391055
## demo$ethnicity3 -0.10134609 -0.10134609 -0.015143830 -0.197338647 -0.05672862
## demo$ethnicity4 -0.09163888 -0.09163888 -0.057861628 -0.091511687 -0.08123912
## demo$ethnicity5 -0.09526234 -0.09526234 -0.030914764 -0.120342796 -0.06151595
## demo$ethnicity6 -0.05686771 -0.05686771 -0.048518018 -0.049278300 -0.05886541
## demo$ethnicity7  0.11920905  0.11920905 -0.009445824  0.155602530  0.06269947
## demo$ethnicity8 -0.03391155 -0.03391155 -0.049920817  0.006370923 -0.03739569
## demo$ethnicity9  0.12888647  0.12888647  0.122829308  0.158973646  0.13024465
##                          21           22           23          24          25
## (Intercept)      0.18396210  0.235622596  0.318738091  0.17899870  0.17111353
## demo$ethnicity1  0.20076071  0.116424188 -0.009713612  0.24069826  0.24640281
## demo$ethnicity2 -0.05899912 -0.039825887 -0.014363091 -0.05459394 -0.04721568
## demo$ethnicity3 -0.03396210  0.042155182  0.118761909 -0.08376061 -0.10134609
## demo$ethnicity4 -0.06417289 -0.019806123  0.054814710 -0.08462968 -0.09163888
## demo$ethnicity5 -0.04361661  0.007177638  0.079512329 -0.08882516 -0.09526234
## demo$ethnicity6 -0.05485579 -0.033106607  0.016582712 -0.04932654 -0.05686771
## demo$ethnicity7  0.03032362 -0.068955929 -0.218738091  0.08766796  0.11920905
## demo$ethnicity8 -0.05045240 -0.075880894 -0.071035501 -0.03097954 -0.03391155
## demo$ethnicity9  0.12930572  0.092660232  0.013774224  0.12548847  0.12888647
##                           26           27          28          29           30
## (Intercept)      0.489871675  0.189145013  0.18854280  0.22205825  0.243129615
## demo$ethnicity1 -0.261801500  0.245843167  0.22064577  0.23435200  0.094102354
## demo$ethnicity2  0.049391145 -0.043857375 -0.04906764 -0.03780219 -0.009258193
## demo$ethnicity3  0.152985467 -0.166922791 -0.06659158 -0.18039159  0.034648163
## demo$ethnicity4  0.104368345 -0.089903906 -0.06540557 -0.10891590 -0.020144683
## demo$ethnicity5  0.123098104 -0.109080560 -0.07137892 -0.13676495  0.023075969
## demo$ethnicity6  0.058625511 -0.054508623 -0.05248345 -0.05145880 -0.027842233
## demo$ethnicity7 -0.114871675  0.144188320  0.05283651  0.16683064 -0.076462948
## demo$ethnicity8  0.004089677 -0.006421436 -0.02924064  0.02051700 -0.083387913
## demo$ethnicity9 -0.189871675  0.149479325  0.12038168  0.16683064  0.085153213
##                           31           32          33          34          35
## (Intercept)      0.214594918  0.284652038  0.18680915  0.17352308  0.18154445
## demo$ethnicity1  0.235221742  0.034395581  0.21081688  0.23405268  0.21514413
## demo$ethnicity2 -0.038640848 -0.004050918 -0.06184618 -0.04911832 -0.05677516
## demo$ethnicity3 -0.150765131  0.109287356 -0.03680915 -0.07828499 -0.05959323
## demo$ethnicity4 -0.112299188  0.043111006 -0.07336915 -0.09117485 -0.06557568
## demo$ethnicity5 -0.130917272  0.068685961 -0.05363213 -0.07750158 -0.06344212
## demo$ethnicity6 -0.053575030  0.002585276 -0.05077644 -0.05609196 -0.05588975
## demo$ethnicity7  0.156833654 -0.237032990  0.02747656  0.09314359  0.05983486
## demo$ethnicity8  0.009038722 -0.085965667 -0.03425183 -0.04304778 -0.04076081
## demo$ethnicity9  0.158445834  0.048681296  0.12645866  0.13096410  0.12738004
##                          36          37          38           39          40
## (Intercept)      0.19344284  0.18525667  0.22205825  0.284652038  0.21048110
## demo$ethnicity1  0.24154534  0.24136541  0.23435200  0.034395581  0.23933556
## demo$ethnicity2 -0.04763841 -0.05007949 -0.03780219 -0.004050918 -0.03499984
## demo$ethnicity3 -0.12677617 -0.09434758 -0.18039159  0.109287356 -0.18920451
## demo$ethnicity4 -0.09947704 -0.09850445 -0.10891590  0.043111006 -0.10314860
## demo$ethnicity5 -0.10843524 -0.10216054 -0.13676495  0.068685961 -0.13153587
## demo$ethnicity6 -0.05867913 -0.05886146 -0.05145880  0.002585276 -0.04957747
## demo$ethnicity7  0.13989049  0.12724333  0.16683064 -0.237032990  0.16094747
## demo$ethnicity8 -0.01071926 -0.02466941  0.02051700 -0.085965667  0.01315254
## demo$ethnicity9  0.14518150  0.13463076  0.16683064  0.048681296  0.16255965
##                          41          42           43           44          45
## (Intercept)      0.22205825  0.21048110  0.203315552  0.207936573  0.22205825
## demo$ethnicity1  0.23435200  0.23933556  0.239380716  0.234759695  0.23435200
## demo$ethnicity2 -0.03780219 -0.03499984 -0.037105696 -0.041726717 -0.03780219
## demo$ethnicity3 -0.18039159 -0.18920451 -0.159837291 -0.120980051 -0.18039159
## demo$ethnicity4 -0.10891590 -0.10314860 -0.102426864 -0.107262904 -0.10891590
## demo$ethnicity5 -0.13676495 -0.13153587 -0.126212348 -0.121054732 -0.13676495
## demo$ethnicity6 -0.05145880 -0.04957747 -0.049624235 -0.056748386 -0.05145880
## demo$ethnicity7  0.16683064  0.16094747  0.149625625  0.145004603  0.16683064
## demo$ethnicity8  0.02051700  0.01315254  0.000394018 -0.004227004  0.02051700
## demo$ethnicity9  0.16683064  0.16255965  0.152996741  0.148375719  0.16683064
##                          46           47           48          49          50
## (Intercept)      0.20016940  0.192234702  0.284652038  0.19942572  0.19344284
## demo$ethnicity1  0.17052026  0.192620118  0.034395581  0.19726285  0.24154534
## demo$ethnicity2 -0.05934510 -0.067282827 -0.004050918 -0.06183592 -0.04763841
## demo$ethnicity3  0.01035692 -0.012747522  0.109287356 -0.02869401 -0.12677617
## demo$ethnicity4 -0.03882094 -0.055465321  0.043111006 -0.07261039 -0.09947704
## demo$ethnicity5 -0.01074058 -0.034867663  0.068685961 -0.05276681 -0.10843524
## demo$ethnicity6 -0.04373931 -0.046313944  0.002585276 -0.05723588 -0.05867913
## demo$ethnicity7 -0.04632324 -0.007049516 -0.237032990  0.04195359  0.13989049
## demo$ethnicity8 -0.06398401 -0.047524510 -0.085965667 -0.04012356 -0.01071926
## demo$ethnicity9  0.12125917  0.125225616  0.048681296  0.13581456  0.14518150
##                           51          52           53           54          55
## (Intercept)      0.489871675  0.17850554  0.192234702  0.489871675  0.18154445
## demo$ethnicity1 -0.261801500  0.22907022  0.192620118 -0.261801500  0.21514413
## demo$ethnicity2  0.049391145 -0.03981506 -0.067282827  0.049391145 -0.05677516
## demo$ethnicity3  0.152985467 -0.08326744 -0.012747522  0.152985467 -0.05959323
## demo$ethnicity4  0.104368345 -0.07813050 -0.055465321  0.104368345 -0.06557568
## demo$ethnicity5  0.123098104 -0.07575003 -0.034867663  0.123098104 -0.06344212
## demo$ethnicity6  0.058625511 -0.05521131 -0.046313944  0.058625511 -0.05588975
## demo$ethnicity7 -0.114871675  0.08816113 -0.007049516 -0.114871675  0.05983486
## demo$ethnicity8  0.004089677 -0.04850439 -0.047524510  0.004089677 -0.04076081
## demo$ethnicity9 -0.189871675  0.12598164  0.125225616 -0.189871675  0.12738004
##                          56          57          58          59          60
## (Intercept)      0.19673347  0.19082900  0.18086052  0.19387534  0.19411715
## demo$ethnicity1  0.18812135  0.22668733  0.24576156  0.24111284  0.20350888
## demo$ethnicity2 -0.05615659 -0.05473604 -0.04622446 -0.04807090 -0.05400266
## demo$ethnicity3 -0.01724629 -0.07454994 -0.13540597 -0.12720867 -0.04411715
## demo$ethnicity4 -0.04576530 -0.08346088 -0.08870506 -0.10002177 -0.04786254
## demo$ethnicity5 -0.03301722 -0.08698230 -0.10282011 -0.11392346 -0.05377167
## demo$ethnicity6 -0.04689114 -0.05536253 -0.05459877 -0.05345810 -0.04830189
## demo$ethnicity7 -0.01154828  0.09949358  0.13163948  0.13945800  0.02016856
## demo$ethnicity8 -0.05202328 -0.03653301 -0.02027326 -0.01115176 -0.04208893
## demo$ethnicity9  0.12072685  0.13417100  0.13902691  0.14474900  0.11915066
##                           61           62          63           64          65
## (Intercept)      0.197338647  0.201959668  0.17111353  0.217370593  0.17867984
## demo$ethnicity1  0.245357621  0.240736599  0.24640281  0.153319062  0.21800874
## demo$ethnicity2 -0.041998356 -0.046619378 -0.04721568 -0.041186492 -0.05391055
## demo$ethnicity3 -0.197338647 -0.158481407 -0.10134609 -0.006844277 -0.05672862
## demo$ethnicity4 -0.091511687 -0.096347728 -0.09163888 -0.048296065 -0.08123912
## demo$ethnicity5 -0.120342796 -0.115185181 -0.09526234 -0.029068668 -0.06151595
## demo$ethnicity6 -0.049278300 -0.056402451 -0.05686771 -0.041875441 -0.05886541
## demo$ethnicity7  0.155602530  0.150981508  0.11920905  0.013398638  0.06269947
## demo$ethnicity8  0.006370923  0.001749901 -0.03391155 -0.060983190 -0.03739569
## demo$ethnicity9  0.158973646  0.154352624  0.12888647  0.104057978  0.13024465
##                           66           67          68           69          70
## (Intercept)      0.213648334  0.214594918  0.20256043  0.207096988  0.17352308
## demo$ethnicity1  0.155543877  0.235221742  0.18229439  0.235599280  0.23405268
## demo$ethnicity2 -0.056170857 -0.038640848 -0.02784003 -0.040393061 -0.04911832
## demo$ethnicity3  0.029594909 -0.150765131 -0.02307325 -0.120140466 -0.07828499
## demo$ethnicity4 -0.018138198 -0.112299188 -0.04485826 -0.111254237 -0.09117485
## demo$ethnicity5  0.001753152 -0.130917272 -0.02402937 -0.120215147 -0.07750158
## demo$ethnicity6 -0.038864882 -0.053575030 -0.04171272 -0.058803793 -0.05609196
## demo$ethnicity7 -0.093648334  0.156833654 -0.01737524  0.145844188  0.09314359
## demo$ethnicity8 -0.065921061  0.009038722 -0.07745808 -0.003387419 -0.04304778
## demo$ethnicity9  0.111429065  0.158445834  0.11489989  0.149215304  0.13096410
##                          71          72          73          74          75
## (Intercept)      0.20956859  0.17111353  0.17626000  0.18154445  0.22205825
## demo$ethnicity1  0.24024807  0.24640281  0.23131576  0.21514413  0.23435200
## demo$ethnicity2 -0.04472563 -0.04721568 -0.05185523 -0.05677516 -0.03780219
## demo$ethnicity3 -0.18829200 -0.10134609 -0.08102190 -0.05959323 -0.18039159
## demo$ethnicity4 -0.09771381 -0.09163888 -0.08205780 -0.06557568 -0.10891590
## demo$ethnicity5 -0.12599373 -0.09526234 -0.08023850 -0.06344212 -0.13676495
## demo$ethnicity6 -0.05122250 -0.05686771 -0.05966982 -0.05588975 -0.05145880
## demo$ethnicity7  0.16185998  0.11920905  0.09040667  0.05983486  0.16683064
## demo$ethnicity8  0.01406505 -0.03391155 -0.02824083 -0.04076081  0.02051700
## demo$ethnicity9  0.16347216  0.12888647  0.12822718  0.12738004  0.16683064
##                          76          77          78          79          80
## (Intercept)      0.18396210  0.18086052  0.44498962  0.19169722  0.17111353
## demo$ethnicity1  0.20076071  0.24576156 -0.18786352  0.17982427  0.24640281
## demo$ethnicity2 -0.05899912 -0.04622446  0.05702854 -0.05112034 -0.04721568
## demo$ethnicity3 -0.03396210 -0.13540597  0.14121728 -0.01221004 -0.10134609
## demo$ethnicity4 -0.06417289 -0.08870506  0.08754107 -0.04839189 -0.09163888
## demo$ethnicity5 -0.04361661 -0.10282011  0.10823233 -0.02057356 -0.09526234
## demo$ethnicity6 -0.05485579 -0.05459877  0.03789939 -0.05272090 -0.05686771
## demo$ethnicity7  0.03032362  0.13163948 -0.15087197 -0.00651203  0.11920905
## demo$ethnicity8 -0.05045240 -0.02027326 -0.02165628 -0.06659487 -0.03391155
## demo$ethnicity9  0.12930572  0.13902691 -0.13030430  0.12576310  0.12888647
##                          81          82           83          84          85
## (Intercept)      0.22205825  0.22205825  0.297129245  0.18634965  0.18430976
## demo$ethnicity1  0.23435200  0.23435200  0.021918374  0.19837316  0.22487882
## demo$ethnicity2 -0.03780219 -0.03780219 -0.040337650 -0.04623516 -0.05954047
## demo$ethnicity3 -0.18039159 -0.18039159  0.096810149 -0.03634965 -0.06235854
## demo$ethnicity4 -0.10891590 -0.10891590  0.030633798 -0.06002449 -0.07451382
## demo$ethnicity5 -0.13676495 -0.13676495  0.056208754 -0.03883570 -0.07315187
## demo$ethnicity6 -0.05145880 -0.05145880  0.002526369 -0.05013524 -0.05192687
## demo$ethnicity7  0.16683064  0.16683064 -0.154272102  0.02793607  0.05706955
## demo$ethnicity8  0.02051700  0.02051700 -0.065109541 -0.07188757 -0.02500760
## demo$ethnicity9  0.16683064  0.16683064  0.036204088  0.12691817  0.12461473
##                          86           87           88          89          90
## (Intercept)      0.18042645  0.284652038  0.375578683  0.19439834  0.18150131
## demo$ethnicity1  0.24619563  0.034395581 -0.079541387  0.24058984  0.22768727
## demo$ethnicity2 -0.04524927 -0.004050918  0.006580831 -0.03748280 -0.05673202
## demo$ethnicity3 -0.13497190  0.109287356  0.108292285 -0.12773168 -0.05955009
## demo$ethnicity4 -0.09343895  0.043111006  0.047097210 -0.10514601 -0.08388422
## demo$ethnicity5 -0.10755959  0.068685961  0.070716719 -0.11422166 -0.07034342
## demo$ethnicity6 -0.05141686  0.002585276  0.013343615 -0.05696083 -0.04823051
## demo$ethnicity7  0.13207355 -0.237032990 -0.112420788  0.13893499  0.05987800
## demo$ethnicity8 -0.01983919 -0.085965667 -0.037497012 -0.01167477 -0.04021716
## demo$ethnicity9  0.13946098  0.048681296 -0.045908353  0.14422600  0.12742318
##                          91          92          93          94           95
## (Intercept)      0.17111353  0.17111353  0.19344284  0.17111353  0.228147879
## demo$ethnicity1  0.24640281  0.24640281  0.24154534  0.24640281  0.126758618
## demo$ethnicity2 -0.04721568 -0.04721568 -0.04763841 -0.04721568 -0.034003735
## demo$ethnicity3 -0.10134609 -0.10134609 -0.12677617 -0.10134609  0.015095365
## demo$ethnicity4 -0.09163888 -0.09163888 -0.09947704 -0.09163888 -0.040868195
## demo$ethnicity5 -0.09526234 -0.09526234 -0.10843524 -0.09526234 -0.004809885
## demo$ethnicity6 -0.05686771 -0.05686771 -0.05867913 -0.05686771 -0.025843418
## demo$ethnicity7  0.11920905  0.11920905  0.13989049  0.11920905 -0.028147879
## demo$ethnicity8 -0.03391155 -0.03391155 -0.01071926 -0.03391155 -0.080420606
## demo$ethnicity9  0.12888647  0.12888647  0.14518150  0.12888647  0.096929521
##                           96          97          98          99         100
## (Intercept)      0.201542454  0.22205825  0.35889294  0.17626000  0.17998332
## demo$ethnicity1  0.241153813  0.23435200 -0.06285565  0.23131576  0.24663875
## demo$ethnicity2 -0.045708093 -0.03780219  0.02326657 -0.05185523 -0.04480614
## demo$ethnicity3 -0.158064193 -0.18039159  0.12497803 -0.08102190 -0.13452878
## demo$ethnicity4 -0.100868786 -0.10891590  0.06378295 -0.08205780 -0.09287837
## demo$ethnicity5 -0.119711118 -0.13676495  0.08740246 -0.08023850 -0.10194292
## demo$ethnicity6 -0.053360509 -0.05145880  0.01368949 -0.05966982 -0.05676776
## demo$ethnicity7  0.151398722  0.16683064 -0.20099821  0.09040667  0.13251668
## demo$ethnicity8  0.002167115  0.02051700 -0.05784831 -0.02824083 -0.01939606
## demo$ethnicity9  0.154769838  0.16683064 -0.02922261  0.12822718  0.13990411
##                         101         102         103         104         105
## (Intercept)      0.22205825  0.17111353  0.23440574  0.19169722  0.22205825
## demo$ethnicity1  0.23435200  0.24640281  0.10282623  0.17982427  0.23435200
## demo$ethnicity2 -0.03780219 -0.04721568 -0.03860903 -0.05112034 -0.03780219
## demo$ethnicity3 -0.18039159 -0.10134609  0.04337203 -0.01221004 -0.18039159
## demo$ethnicity4 -0.10891590 -0.09163888 -0.02713628 -0.04839189 -0.10891590
## demo$ethnicity5 -0.13676495 -0.09526234  0.01662494 -0.02057356 -0.13676495
## demo$ethnicity6 -0.05145880 -0.05686771 -0.02753246 -0.05272090 -0.05145880
## demo$ethnicity7  0.16683064  0.11920905 -0.06773908 -0.00651203  0.16683064
## demo$ethnicity8  0.02051700 -0.03391155 -0.07466404 -0.06659487  0.02051700
## demo$ethnicity9  0.16683064  0.12888647  0.09387709  0.12576310  0.16683064
##                          106         107          108          109          110
## (Intercept)      0.215197889  0.18086052  0.230170291  0.224938422  0.194631009
## demo$ethnicity1  0.155491766  0.24576156  0.121876493  0.115682360  0.190223811
## demo$ethnicity2 -0.039013787 -0.04622446 -0.034373582 -0.030794278 -0.054054134
## demo$ethnicity3 -0.004671573 -0.13540597  0.047607487  0.018304821 -0.015143830
## demo$ethnicity4 -0.060793875 -0.08870506 -0.006946411 -0.037882753 -0.057861628
## demo$ethnicity5 -0.026895964 -0.10282011  0.029090849  0.005133578 -0.030914764
## demo$ethnicity6 -0.043555814 -0.05459877 -0.023297003 -0.037830040 -0.048518018
## demo$ethnicity7  0.015571342  0.13163948 -0.146836958 -0.024938422 -0.009445824
## demo$ethnicity8 -0.058810486 -0.02027326 -0.070428589 -0.077211150 -0.049920817
## demo$ethnicity9  0.106230682  0.13902691  0.098112537  0.100138977  0.122829308
##                         111          112         113         114         115
## (Intercept)      0.17111353  0.215004174  0.17111353  0.19082900  0.17352308
## demo$ethnicity1  0.24640281  0.234812485  0.24640281  0.22668733  0.23405268
## demo$ethnicity2 -0.04721568 -0.039522918 -0.04721568 -0.05473604 -0.04911832
## demo$ethnicity3 -0.10134609 -0.151174387 -0.10134609 -0.07454994 -0.07828499
## demo$ethnicity4 -0.09163888 -0.107877527 -0.09163888 -0.08346088 -0.09117485
## demo$ethnicity5 -0.09526234 -0.126491043 -0.09526234 -0.08698230 -0.07750158
## demo$ethnicity6 -0.05686771 -0.056551519 -0.05686771 -0.05536253 -0.05609196
## demo$ethnicity7  0.11920905  0.156424397  0.11920905  0.09949358  0.09314359
## demo$ethnicity8 -0.03391155  0.008629465 -0.03391155 -0.03653301 -0.04304778
## demo$ethnicity9  0.12888647  0.158036578  0.12888647  0.13417100  0.13096410
##                         116         117          118         119         120
## (Intercept)      0.23889577  0.17352308  0.215004174  0.18396210  0.19430081
## demo$ethnicity1  0.14595905  0.23405268  0.234812485  0.20076071  0.24068737
## demo$ethnicity2 -0.03503686 -0.04911832 -0.039522918 -0.05899912 -0.04901318
## demo$ethnicity3 -0.05940859 -0.07828499 -0.151174387 -0.03396210 -0.12763415
## demo$ethnicity4 -0.03683532 -0.09117485 -0.107877527 -0.06417289 -0.09539675
## demo$ethnicity5 -0.02855488 -0.07750158 -0.126491043 -0.04361661 -0.10929321
## demo$ethnicity6 -0.04224710 -0.05609196 -0.056551519 -0.05485579 -0.05656845
## demo$ethnicity7  0.02036349  0.09314359  0.156424397  0.03032362  0.13903252
## demo$ethnicity8 -0.03044931 -0.04304778  0.008629465 -0.05045240 -0.01157724
## demo$ethnicity9  0.10634233  0.13096410  0.158036578  0.12930572  0.14432352
##                         121         122         123          124         125
## (Intercept)      0.17111353  0.20751936  0.21048110  0.204923175  0.18385882
## demo$ethnicity1  0.24640281  0.23517691  0.23933556  0.230065004  0.21282975
## demo$ethnicity2 -0.04721568 -0.04081543 -0.03499984 -0.047490835 -0.04438366
## demo$ethnicity3 -0.10134609 -0.12056284 -0.18920451 -0.138256509 -0.06190760
## demo$ethnicity4 -0.09163888 -0.11178396 -0.10314860 -0.100851150 -0.06154084
## demo$ethnicity5 -0.09526234 -0.12558067 -0.13153587 -0.104024958 -0.05881205
## demo$ethnicity6 -0.05686771 -0.05370644 -0.04957747 -0.052739225 -0.05130394
## demo$ethnicity7  0.11920905  0.14542182  0.16094747  0.128410158  0.05752049
## demo$ethnicity8 -0.03391155 -0.00380979  0.01315254 -0.005532931 -0.06159370
## demo$ethnicity9  0.12888647  0.14879293  0.16255965  0.157510687  0.12506566
##                         126         127         128          129         130
## (Intercept)      0.18854280  0.25739812  0.20016940  0.215004174  0.22205825
## demo$ethnicity1  0.22064577  0.10608482  0.17052026  0.234812485  0.23435200
## demo$ethnicity2 -0.04906764 -0.06406102 -0.05934510 -0.039522918 -0.03780219
## demo$ethnicity3 -0.06659158  0.05688759  0.01035692 -0.151174387 -0.18039159
## demo$ethnicity4 -0.06540557  0.01293533 -0.03882094 -0.107877527 -0.10891590
## demo$ethnicity5 -0.07137892  0.02289362 -0.01074058 -0.126491043 -0.13676495
## demo$ethnicity6 -0.05248345 -0.01846069 -0.04373931 -0.056551519 -0.05145880
## demo$ethnicity7  0.05283651 -0.12696334 -0.04632324  0.156424397  0.16683064
## demo$ethnicity8 -0.02924064 -0.05485658 -0.06398401  0.008629465  0.02051700
## demo$ethnicity9  0.12038168  0.07348423  0.12125917  0.158036578  0.16683064
##                         131         132          133          134         135
## (Intercept)      0.17352308  0.21198871  0.284652038  0.205348655  0.20238204
## demo$ethnicity1  0.23405268  0.20770826  0.034395581  0.229639525  0.24031423
## demo$ethnicity2 -0.04911832 -0.06317919 -0.004050918 -0.048433110 -0.04704175
## demo$ethnicity3 -0.07828499 -0.06913157  0.109287356 -0.138681988 -0.15890378
## demo$ethnicity4 -0.09117485 -0.07891110  0.043111006 -0.096226124 -0.09687745
## demo$ethnicity5 -0.07750158 -0.07143323  0.068685961 -0.099394712 -0.12055070
## demo$ethnicity6 -0.05609196 -0.05113930  0.002585276 -0.055849573 -0.05130510
## demo$ethnicity7  0.09314359  0.05467795 -0.237032990  0.127984679  0.15055914
## demo$ethnicity8 -0.04304778 -0.01038966 -0.085965667 -0.005958411  0.00132753
## demo$ethnicity9  0.13096410  0.14378052  0.048681296  0.157085208  0.15393025
##                         136         137         138         139         140
## (Intercept)      0.22205825  0.22205825  0.17111353  0.18628731  0.20956859
## demo$ethnicity1  0.23435200  0.23435200  0.24640281  0.19843549  0.24024807
## demo$ethnicity2 -0.03780219 -0.03780219 -0.04721568 -0.04617282 -0.04472563
## demo$ethnicity3 -0.18039159 -0.18039159 -0.10134609 -0.03628731 -0.18829200
## demo$ethnicity4 -0.10891590 -0.10891590 -0.09163888 -0.06649810 -0.09771381
## demo$ethnicity5 -0.13676495 -0.13676495 -0.09526234 -0.03976899 -0.12599373
## demo$ethnicity6 -0.05145880 -0.05145880 -0.05686771 -0.05699931 -0.05122250
## demo$ethnicity7  0.16683064  0.16683064  0.11920905  0.02799840  0.16185998
## demo$ethnicity8  0.02051700  0.02051700 -0.03391155 -0.05277761  0.01406505
## demo$ethnicity9  0.16683064  0.16683064  0.12888647  0.12698050  0.16347216
##                         141         142         143           144           145
## (Intercept)      0.19169722  0.19967402  0.20751936  2.036897e-01  0.2313809011
## demo$ethnicity1  0.17982427  0.19851413  0.23517691  1.532069e-01  0.1354806974
## demo$ethnicity2 -0.05112034 -0.05909715 -0.04081543 -4.673632e-02 -0.0355841916
## demo$ethnicity3 -0.01221004 -0.02018684 -0.12056284  6.836661e-03  0.0463968767
## demo$ethnicity4 -0.04839189 -0.05524181 -0.11178396 -3.560719e-02  0.0003899878
## demo$ethnicity5 -0.02057356 -0.04336519 -0.12558067 -6.205951e-05  0.0196497859
## demo$ethnicity6 -0.05272090 -0.04661659 -0.05370644 -4.320278e-02 -0.0245076132
## demo$ethnicity7 -0.00651203 -0.01448884  0.14542182 -4.984350e-02 -0.1480475677
## demo$ethnicity8 -0.06659487 -0.03535599 -0.00380979 -6.750427e-02 -0.0716391994
## demo$ethnicity9  0.12576310  0.11778629  0.14879293  1.177389e-01  0.0969019272
##                         146         147          148         149          150
## (Intercept)      0.18361550  0.17111353  0.284652038  0.40008781  0.235253299
## demo$ethnicity1  0.23390084  0.24640281  0.034395581 -0.12092114  0.148224627
## demo$ethnicity2 -0.04808975 -0.04721568 -0.004050918  0.03940495 -0.024442488
## demo$ethnicity3 -0.11384806 -0.10134609  0.109287356  0.13324553  0.007989944
## demo$ethnicity4 -0.08826183 -0.09163888  0.043111006  0.07543074 -0.003497341
## demo$ethnicity5 -0.08578029 -0.09526234  0.068685961  0.09773131 -0.003978798
## demo$ethnicity6 -0.05385541 -0.05686771  0.002585276  0.02276710 -0.018874269
## demo$ethnicity7  0.10670708  0.11920905 -0.237032990 -0.17786559 -0.115253299
## demo$ethnicity8 -0.02886966 -0.03391155 -0.085965667 -0.04075146 -0.067324006
## demo$ethnicity9  0.14138450  0.12888647  0.048681296 -0.07601373  0.089824100
##                         151         152         153         154         155
## (Intercept)      0.18846510  0.22205825  0.19369002  0.19673347  0.19745326
## demo$ethnicity1  0.22905124  0.23435200  0.21388574  0.18812135  0.22916881
## demo$ethnicity2 -0.03905046 -0.03780219 -0.05678526 -0.05615659 -0.05091244
## demo$ethnicity3 -0.11869766 -0.18039159 -0.05083288 -0.01724629 -0.10654417
## demo$ethnicity4 -0.07555947 -0.10891590 -0.08889981 -0.04576530 -0.09519157
## demo$ethnicity5 -0.08409394 -0.13676495 -0.06982905 -0.03301722 -0.09290451
## demo$ethnicity6 -0.05298388 -0.05145880 -0.06101717 -0.04689114 -0.05594328
## demo$ethnicity7  0.10185748  0.16683064  0.07297665 -0.01154828  0.11504674
## demo$ethnicity8 -0.03416910  0.02051700 -0.02765284 -0.05202328 -0.01977198
## demo$ethnicity9  0.13653490  0.16683064  0.13643819  0.12072685  0.14682441
##                         156         157         158         159         160
## (Intercept)      0.22205825  0.22205825  0.22205825  0.17352308  0.18923346
## demo$ethnicity1  0.23435200  0.23435200  0.23435200  0.23405268  0.19548934
## demo$ethnicity2 -0.03780219 -0.03780219 -0.03780219 -0.04911832 -0.04911897
## demo$ethnicity3 -0.18039159 -0.18039159 -0.18039159 -0.07828499 -0.03923346
## demo$ethnicity4 -0.10891590 -0.10891590 -0.10891590 -0.09117485 -0.05038626
## demo$ethnicity5 -0.13676495 -0.13676495 -0.13676495 -0.07750158 -0.04171952
## demo$ethnicity6 -0.05145880 -0.05145880 -0.05145880 -0.05609196 -0.05395798
## demo$ethnicity7  0.16683064  0.16683064  0.16683064  0.09314359  0.02505225
## demo$ethnicity8  0.02051700  0.02051700  0.02051700 -0.04304778 -0.05625286
## demo$ethnicity9  0.16683064  0.16683064  0.16683064  0.13096410  0.12403435
##                         161         162          163         164         165
## (Intercept)      0.17626000  0.17111353  0.207936573  0.18680915  0.22205825
## demo$ethnicity1  0.23131576  0.24640281  0.234759695  0.21081688  0.23435200
## demo$ethnicity2 -0.05185523 -0.04721568 -0.041726717 -0.06184618 -0.03780219
## demo$ethnicity3 -0.08102190 -0.10134609 -0.120980051 -0.03680915 -0.18039159
## demo$ethnicity4 -0.08205780 -0.09163888 -0.107262904 -0.07336915 -0.10891590
## demo$ethnicity5 -0.08023850 -0.09526234 -0.121054732 -0.05363213 -0.13676495
## demo$ethnicity6 -0.05966982 -0.05686771 -0.056748386 -0.05077644 -0.05145880
## demo$ethnicity7  0.09040667  0.11920905  0.145004603  0.02747656  0.16683064
## demo$ethnicity8 -0.02824083 -0.03391155 -0.004227004 -0.03425183  0.02051700
## demo$ethnicity9  0.12822718  0.12888647  0.148375719  0.12645866  0.16683064
##                         166          167         168          169         170
## (Intercept)      0.19430081  0.189145013  0.17998332  0.215004174  0.18525667
## demo$ethnicity1  0.24068737  0.245843167  0.24663875  0.234812485  0.24136541
## demo$ethnicity2 -0.04901318 -0.043857375 -0.04480614 -0.039522918 -0.05007949
## demo$ethnicity3 -0.12763415 -0.166922791 -0.13452878 -0.151174387 -0.09434758
## demo$ethnicity4 -0.09539675 -0.089903906 -0.09287837 -0.107877527 -0.09850445
## demo$ethnicity5 -0.10929321 -0.109080560 -0.10194292 -0.126491043 -0.10216054
## demo$ethnicity6 -0.05656845 -0.054508623 -0.05676776 -0.056551519 -0.05886146
## demo$ethnicity7  0.13903252  0.144188320  0.13251668  0.156424397  0.12724333
## demo$ethnicity8 -0.01157724 -0.006421436 -0.01939606  0.008629465 -0.02466941
## demo$ethnicity9  0.14432352  0.149479325  0.13990411  0.158036578  0.13463076
##                         171          172          173         174          175
## (Intercept)      0.18680915  0.235616353  0.213641884  0.17626000  0.284652038
## demo$ethnicity1  0.21081688  0.116430430  0.155550328  0.23131576  0.034395581
## demo$ethnicity2 -0.06184618 -0.039819644 -0.056164406 -0.05185523 -0.004050918
## demo$ethnicity3 -0.03680915  0.042161425  0.029601360 -0.08102190  0.109287356
## demo$ethnicity4 -0.07336915 -0.019799880 -0.018131747 -0.08205780  0.043111006
## demo$ethnicity5 -0.05363213  0.007183881  0.001759602 -0.08023850  0.068685961
## demo$ethnicity6 -0.05077644 -0.028743065 -0.034656751 -0.05966982  0.002585276
## demo$ethnicity7  0.02747656 -0.068949687 -0.093641884  0.09040667 -0.237032990
## demo$ethnicity8 -0.03425183 -0.075874652 -0.065914611 -0.02824083 -0.085965667
## demo$ethnicity9  0.12645866  0.092666475  0.111435516  0.12822718  0.048681296
##                          176          177          178          179         180
## (Intercept)      0.218718147  0.284652038  0.284652038  0.194700190  0.17111353
## demo$ethnicity1  0.138178405  0.034395581  0.034395581  0.190154630  0.24640281
## demo$ethnicity2 -0.026405013 -0.004050918 -0.004050918 -0.054123315 -0.04721568
## demo$ethnicity3 -0.008191831  0.109287356  0.109287356 -0.015213010 -0.10134609
## demo$ethnicity4 -0.057580126  0.043111006  0.043111006 -0.051196802 -0.09163888
## demo$ethnicity5 -0.016217439  0.068685961  0.068685961 -0.029925744 -0.09526234
## demo$ethnicity6 -0.043019276  0.002585276  0.002585276 -0.041450520 -0.05686771
## demo$ethnicity7  0.012051084 -0.237032990 -0.237032990 -0.009515005  0.11920905
## demo$ethnicity8 -0.062330743 -0.085965667 -0.085965667 -0.069597841 -0.03391155
## demo$ethnicity9  0.102710425  0.048681296  0.048681296  0.122760128  0.12888647
##                         181         182          183          184         185
## (Intercept)      0.20956859  0.17899870  0.214594918  0.234607028  0.21048110
## demo$ethnicity1  0.24024807  0.24069826  0.235221742  0.148870897  0.23933556
## demo$ethnicity2 -0.04472563 -0.05459394 -0.038640848 -0.040462884 -0.03499984
## demo$ethnicity3 -0.18829200 -0.08376061 -0.150765131  0.008636215 -0.18920451
## demo$ethnicity4 -0.09771381 -0.08462968 -0.112299188 -0.038034898 -0.10314860
## demo$ethnicity5 -0.12599373 -0.08882516 -0.130917272 -0.028344552 -0.13153587
## demo$ethnicity6 -0.05122250 -0.04932654 -0.053575030 -0.032518831 -0.04957747
## demo$ethnicity7  0.16185998  0.08766796  0.156833654 -0.034607028  0.16094747
## demo$ethnicity8  0.01406505 -0.03097954  0.009038722 -0.045213089  0.01315254
## demo$ethnicity9  0.16347216  0.12548847  0.158445834  0.090470371  0.16255965
##                          186         187          188          189         190
## (Intercept)      0.192234702  0.19483084  0.271775893  0.214594918  0.22205825
## demo$ethnicity1  0.192620118  0.24015734  0.071001885  0.235221742  0.23435200
## demo$ethnicity2 -0.067282827 -0.03791529 -0.059119303 -0.038640848 -0.03780219
## demo$ethnicity3 -0.012747522 -0.12816417  0.081165283 -0.150765131 -0.18039159
## demo$ethnicity4 -0.055465321 -0.10569074  0.030392873 -0.112299188 -0.10891590
## demo$ethnicity5 -0.034867663 -0.11970988  0.048370128 -0.130917272 -0.13676495
## demo$ethnicity6 -0.046313944 -0.05173981 -0.005585067 -0.053575030 -0.05145880
## demo$ethnicity7 -0.007049516  0.13850249 -0.180866802  0.156833654  0.16683064
## demo$ethnicity8 -0.047524510 -0.01210726 -0.054808187  0.009038722  0.02051700
## demo$ethnicity9  0.125225616  0.14379350  0.060885397  0.158445834  0.16683064
##                         191         192         193         194         195
## (Intercept)      0.19411715  0.17111353  0.22205825  0.20956859  0.17111353
## demo$ethnicity1  0.20350888  0.24640281  0.23435200  0.24024807  0.24640281
## demo$ethnicity2 -0.05400266 -0.04721568 -0.03780219 -0.04472563 -0.04721568
## demo$ethnicity3 -0.04411715 -0.10134609 -0.18039159 -0.18829200 -0.10134609
## demo$ethnicity4 -0.04786254 -0.09163888 -0.10891590 -0.09771381 -0.09163888
## demo$ethnicity5 -0.05377167 -0.09526234 -0.13676495 -0.12599373 -0.09526234
## demo$ethnicity6 -0.04830189 -0.05686771 -0.05145880 -0.05122250 -0.05686771
## demo$ethnicity7  0.02016856  0.11920905  0.16683064  0.16185998  0.11920905
## demo$ethnicity8 -0.04208893 -0.03391155  0.02051700  0.01406505 -0.03391155
## demo$ethnicity9  0.11915066  0.12888647  0.16683064  0.16347216  0.12888647
##                         196          197         198         199         200
## (Intercept)      0.19344284  0.201959668  0.24476768  0.17631057  0.22205825
## demo$ethnicity1  0.24154534  0.240736599  0.10333065  0.23126519  0.23435200
## demo$ethnicity2 -0.04763841 -0.046619378 -0.02969145 -0.05190580 -0.03780219
## demo$ethnicity3 -0.12677617 -0.158481407  0.06951804 -0.08107247 -0.18039159
## demo$ethnicity4 -0.09947704 -0.096347728  0.01667689 -0.07593553 -0.10891590
## demo$ethnicity5 -0.10843524 -0.115185181  0.04407108 -0.07940302 -0.13676495
## demo$ethnicity6 -0.05867913 -0.056402451 -0.01253530 -0.05317940 -0.05145880
## demo$ethnicity7  0.13989049  0.150981508 -0.20128942  0.09035610  0.16683064
## demo$ethnicity8 -0.01071926  0.001749901 -0.07252916 -0.04630942  0.02051700
## demo$ethnicity9  0.14518150  0.154352624  0.08611468  0.12817661  0.16683064
##                         201         202         203          204         205
## (Intercept)      0.17111353  0.22205825  0.19344284  0.207096988  0.20016940
## demo$ethnicity1  0.24640281  0.23435200  0.24154534  0.235599280  0.17052026
## demo$ethnicity2 -0.04721568 -0.03780219 -0.04763841 -0.040393061 -0.05934510
## demo$ethnicity3 -0.10134609 -0.18039159 -0.12677617 -0.120140466  0.01035692
## demo$ethnicity4 -0.09163888 -0.10891590 -0.09947704 -0.111254237 -0.03882094
## demo$ethnicity5 -0.09526234 -0.13676495 -0.10843524 -0.120215147 -0.01074058
## demo$ethnicity6 -0.05686771 -0.05145880 -0.05867913 -0.058803793 -0.04373931
## demo$ethnicity7  0.11920905  0.16683064  0.13989049  0.145844188 -0.04632324
## demo$ethnicity8 -0.03391155  0.02051700 -0.01071926 -0.003387419 -0.06398401
## demo$ethnicity9  0.12888647  0.16683064  0.14518150  0.149215304  0.12125917
##                          206         207          208         209         210
## (Intercept)      0.489871675  0.18154445  0.213171061  0.17998332  0.17626000
## demo$ethnicity1 -0.261801500  0.21514413  0.229525206  0.24663875  0.23131576
## demo$ethnicity2  0.049391145 -0.05677516 -0.046467134 -0.04480614 -0.05185523
## demo$ethnicity3  0.152985467 -0.05959323 -0.169692800 -0.13452878 -0.08102190
## demo$ethnicity4  0.104368345 -0.06557568 -0.097677698 -0.09287837 -0.08205780
## demo$ethnicity5  0.123098104 -0.06344212 -0.110876291 -0.10194292 -0.08023850
## demo$ethnicity6  0.058625511 -0.05588975 -0.050614537 -0.05676776 -0.05966982
## demo$ethnicity7 -0.114871675  0.05983486  0.139770115  0.13251668  0.09040667
## demo$ethnicity8  0.004089677 -0.04076081  0.006798671 -0.01939606 -0.02824083
## demo$ethnicity9 -0.189871675  0.12738004  0.166397045  0.13990411  0.12822718
##                         211         212         213         214         215
## (Intercept)      0.17111353  0.17850554  0.19430081  0.22205825  0.17867984
## demo$ethnicity1  0.24640281  0.22907022  0.24068737  0.23435200  0.21800874
## demo$ethnicity2 -0.04721568 -0.03981506 -0.04901318 -0.03780219 -0.05391055
## demo$ethnicity3 -0.10134609 -0.08326744 -0.12763415 -0.18039159 -0.05672862
## demo$ethnicity4 -0.09163888 -0.07813050 -0.09539675 -0.10891590 -0.08123912
## demo$ethnicity5 -0.09526234 -0.07575003 -0.10929321 -0.13676495 -0.06151595
## demo$ethnicity6 -0.05686771 -0.05521131 -0.05656845 -0.05145880 -0.05886541
## demo$ethnicity7  0.11920905  0.08816113  0.13903252  0.16683064  0.06269947
## demo$ethnicity8 -0.03391155 -0.04850439 -0.01157724  0.02051700 -0.03739569
## demo$ethnicity9  0.12888647  0.12598164  0.14432352  0.16683064  0.13024465
##                         216         217         218         219          220
## (Intercept)      0.44296733  0.17899870  0.17111353  0.19174585  0.201959668
## demo$ethnicity1 -0.18584123  0.24069826  0.24640281  0.23487623  0.240736599
## demo$ethnicity2  0.02963906 -0.05459394 -0.04721568 -0.04466390 -0.046619378
## demo$ethnicity3  0.14323957 -0.08376061 -0.10134609 -0.14629130 -0.158481407
## demo$ethnicity4  0.08956336 -0.08462968 -0.09163888 -0.09429938 -0.096347728
## demo$ethnicity5  0.11025461 -0.08882516 -0.09526234 -0.09742637 -0.115185181
## demo$ethnicity6  0.04832504 -0.04932654 -0.05686771 -0.05066767 -0.056402451
## demo$ethnicity7 -0.14884968  0.08766796  0.11920905  0.12075415  0.150981508
## demo$ethnicity8 -0.01963399 -0.03097954 -0.03391155 -0.01406457  0.001749901
## demo$ethnicity9 -0.12828201  0.12548847  0.12888647  0.15253183  0.154352624
##                          221         222         223         224           225
## (Intercept)      0.194631009  0.22205825  0.22205825  0.39801942  0.2543792072
## demo$ethnicity1  0.190223811  0.23435200  0.23435200 -0.11885275  0.0937191174
## demo$ethnicity2 -0.054054134 -0.03780219 -0.03780219  0.01369556 -0.0175638486
## demo$ethnicity3 -0.015143830 -0.18039159 -0.18039159  0.13531392  0.0599065071
## demo$ethnicity4 -0.057861628 -0.10891590 -0.10891590  0.07749913 -0.0005974779
## demo$ethnicity5 -0.030914764 -0.13676495 -0.13676495  0.09979970  0.0259125403
## demo$ethnicity6 -0.048518018 -0.05145880 -0.05145880  0.03267863 -0.0179451499
## demo$ethnicity7 -0.009445824  0.16683064  0.16683064 -0.17579719 -0.1239444245
## demo$ethnicity8 -0.049920817  0.02051700  0.02051700 -0.03868307 -0.0821406930
## demo$ethnicity9  0.122829308  0.16683064  0.16683064 -0.07394534  0.0765031458
##                         226          227          228          229          230
## (Intercept)      0.17352308  0.207096988  0.188719534  0.207096988  0.201959668
## demo$ethnicity1  0.23405268  0.235599280  0.246268646  0.235599280  0.240736599
## demo$ethnicity2 -0.04911832 -0.040393061 -0.042915100 -0.040393061 -0.046619378
## demo$ethnicity3 -0.07828499 -0.120140466 -0.166497312 -0.120140466 -0.158481407
## demo$ethnicity4 -0.09117485 -0.111254237 -0.094528932 -0.111254237 -0.096347728
## demo$ethnicity5 -0.07750158 -0.120215147 -0.113710806 -0.120215147 -0.115185181
## demo$ethnicity6 -0.05609196 -0.058803793 -0.051398275 -0.058803793 -0.056402451
## demo$ethnicity7  0.09314359  0.145844188  0.144613800  0.145844188  0.150981508
## demo$ethnicity8 -0.04304778 -0.003387419 -0.005995957 -0.003387419  0.001749901
## demo$ethnicity9  0.13096410  0.149215304  0.149904805  0.149215304  0.154352624
##                          231          232          233         234          235
## (Intercept)      0.268621234  0.197338647  0.219842484  0.19183175  0.284652038
## demo$ethnicity1  0.058156543  0.245357621  0.150847171  0.22568459  0.034395581
## demo$ethnicity2 -0.010510099 -0.041998356 -0.027529350 -0.04411087 -0.004050918
## demo$ethnicity3  0.084319942 -0.197338647 -0.009316168 -0.07555268  0.109287356
## demo$ethnicity4  0.016351765 -0.091511687 -0.050767956 -0.08938508  0.043111006
## demo$ethnicity5  0.051524787 -0.120342796 -0.025004611 -0.09303555  0.068685961
## demo$ethnicity6 -0.005161419 -0.049278300 -0.044143614 -0.05356415  0.002585276
## demo$ethnicity7 -0.177712144  0.155602530  0.010926747  0.09849083 -0.237032990
## demo$ethnicity8 -0.083399560  0.006370923 -0.063455080 -0.03753575 -0.085965667
## demo$ethnicity9  0.064040056  0.158973646  0.101586088  0.13316825  0.048681296
##                         236         237         238         239         240
## (Intercept)      0.17111353  0.17111353  0.18975530  0.17867984  0.19117100
## demo$ethnicity1  0.24640281  0.24640281  0.20787073  0.21800874  0.20645503
## demo$ethnicity2 -0.04721568 -0.04721568 -0.06479233 -0.05391055 -0.05105651
## demo$ethnicity3 -0.10134609 -0.10134609 -0.03975530 -0.05672862 -0.04117100
## demo$ethnicity4 -0.09163888 -0.09163888 -0.05725731 -0.08123912 -0.06397438
## demo$ethnicity5 -0.09526234 -0.09526234 -0.05558266 -0.06151595 -0.05182113
## demo$ethnicity6 -0.05686771 -0.05686771 -0.04773511 -0.05886541 -0.05134322
## demo$ethnicity7  0.11920905  0.11920905  0.02453041  0.06269947  0.02311471
## demo$ethnicity8 -0.03391155 -0.03391155 -0.03772709 -0.03739569 -0.03861368
## demo$ethnicity9  0.12888647  0.12888647  0.12351251  0.13024465  0.12209681
##                         241         242         243         244          245
## (Intercept)      0.17111353  0.19798724  0.19483084  0.22205825  0.284652038
## demo$ethnicity1  0.24640281  0.18673556  0.24015734  0.23435200  0.034395581
## demo$ethnicity2 -0.04721568 -0.04001561 -0.03791529 -0.03780219 -0.004050918
## demo$ethnicity3 -0.10134609 -0.04798724 -0.12816417 -0.18039159  0.109287356
## demo$ethnicity4 -0.09163888 -0.08473398 -0.10569074 -0.10891590  0.043111006
## demo$ethnicity5 -0.09526234 -0.05863738 -0.11970988 -0.13676495  0.068685961
## demo$ethnicity6 -0.05686771 -0.05459440 -0.05173981 -0.05145880  0.002585276
## demo$ethnicity7  0.11920905  0.08772704  0.13850249  0.16683064 -0.237032990
## demo$ethnicity8 -0.03391155 -0.04542992 -0.01210726  0.02051700 -0.085965667
## demo$ethnicity9  0.12888647  0.11528057  0.14379350  0.16683064  0.048681296
##                          246         247          248         249         250
## (Intercept)      0.221304065  0.17626000  0.201959668  0.17111353  0.22205825
## demo$ethnicity1  0.133602432  0.23131576  0.240736599  0.24640281  0.23435200
## demo$ethnicity2 -0.043826587 -0.05185523 -0.046619378 -0.04721568 -0.03780219
## demo$ethnicity3  0.021939179 -0.08102190 -0.158481407 -0.10134609 -0.18039159
## demo$ethnicity4 -0.041192840 -0.08205780 -0.096347728 -0.09163888 -0.10891590
## demo$ethnicity5 -0.005902579 -0.08023850 -0.115185181 -0.09526234 -0.13676495
## demo$ethnicity6 -0.038397363 -0.05966982 -0.056402451 -0.05686771 -0.05145880
## demo$ethnicity7 -0.021304065  0.09040667  0.150981508  0.11920905  0.16683064
## demo$ethnicity8 -0.073576792 -0.02824083  0.001749901 -0.03391155  0.02051700
## demo$ethnicity9  0.103773335  0.12822718  0.154352624  0.12888647  0.16683064
##                         251         252           253         254         255
## (Intercept)      0.17626000  0.18868133  0.2109641040  0.17998332  0.17352308
## demo$ethnicity1  0.23131576  0.21889442  0.1735186546  0.24663875  0.23405268
## demo$ethnicity2 -0.05185523 -0.05177657 -0.0540107715 -0.04480614 -0.04911832
## demo$ethnicity3 -0.08102190 -0.09344324 -0.0004377882 -0.13452878 -0.07828499
## demo$ethnicity4 -0.08205780 -0.07745974 -0.0214647390 -0.09287837 -0.09117485
## demo$ethnicity5 -0.08023850 -0.07465782 -0.0215352914 -0.10194292 -0.07750158
## demo$ethnicity6 -0.05966982 -0.04673151 -0.0368120962 -0.05676776 -0.05609196
## demo$ethnicity7  0.09040667  0.07798533 -0.0571179501  0.13251668  0.09314359
## demo$ethnicity8 -0.02824083 -0.04066217 -0.0551708776 -0.01939606 -0.04304778
## demo$ethnicity9  0.12822718  0.14144687  0.1104644674  0.13990411  0.13096410
##                         256         257         258         259         260
## (Intercept)      0.18634965  0.18525667  0.18086052  0.19955414  0.19483084
## demo$ethnicity1  0.19837316  0.24136541  0.24576156  0.23543404  0.24015734
## demo$ethnicity2 -0.04623516 -0.05007949 -0.04622446 -0.04263860 -0.03791529
## demo$ethnicity3 -0.03634965 -0.09434758 -0.13540597 -0.08844303 -0.12816417
## demo$ethnicity4 -0.06002449 -0.09850445 -0.08870506 -0.11063885 -0.10569074
## demo$ethnicity5 -0.03883570 -0.10216054 -0.10282011 -0.11443431 -0.11970988
## demo$ethnicity6 -0.05013524 -0.05886146 -0.05459877 -0.05902066 -0.05173981
## demo$ethnicity7  0.02793607  0.12724333  0.13163948  0.13377919  0.13850249
## demo$ethnicity8 -0.07188757 -0.02466941 -0.02027326 -0.01683057 -0.01210726
## demo$ethnicity9  0.12691817  0.13463076  0.13902691  0.13907019  0.14379350
##                         261         262         263          264          265
## (Intercept)      0.17111353  0.19169722  0.18396210  0.489871675  0.489871675
## demo$ethnicity1  0.24640281  0.17982427  0.20076071 -0.261801500 -0.261801500
## demo$ethnicity2 -0.04721568 -0.05112034 -0.05899912  0.049391145  0.049391145
## demo$ethnicity3 -0.10134609 -0.01221004 -0.03396210  0.152985467  0.152985467
## demo$ethnicity4 -0.09163888 -0.04839189 -0.06417289  0.104368345  0.104368345
## demo$ethnicity5 -0.09526234 -0.02057356 -0.04361661  0.123098104  0.123098104
## demo$ethnicity6 -0.05686771 -0.05272090 -0.05485579  0.058625511  0.058625511
## demo$ethnicity7  0.11920905 -0.00651203  0.03032362 -0.114871675 -0.114871675
## demo$ethnicity8 -0.03391155 -0.06659487 -0.05045240  0.004089677  0.004089677
## demo$ethnicity9  0.12888647  0.12576310  0.12930572 -0.189871675 -0.189871675
##                         266         267          268         269         270
## (Intercept)      0.22205825  0.20016940  0.201542454  0.22039660  0.17111353
## demo$ethnicity1  0.23435200  0.17052026  0.241153813  0.16408616  0.24640281
## demo$ethnicity2 -0.03780219 -0.05934510 -0.045708093 -0.04421249 -0.04721568
## demo$ethnicity3 -0.18039159  0.01035692 -0.158064193 -0.00987028 -0.10134609
## demo$ethnicity4 -0.10891590 -0.03882094 -0.100868786 -0.05805607 -0.09163888
## demo$ethnicity5 -0.13676495 -0.01074058 -0.119711118 -0.03975751 -0.09526234
## demo$ethnicity6 -0.05145880 -0.04373931 -0.053360509 -0.03754131 -0.05686771
## demo$ethnicity7  0.16683064 -0.04632324  0.151398722  0.01037263  0.11920905
## demo$ethnicity8  0.02051700 -0.06398401  0.002167115 -0.04380717 -0.03391155
## demo$ethnicity9  0.16683064  0.12125917  0.154769838  0.10103198  0.12888647
##                         271         272         273         274         275
## (Intercept)      0.17111353  0.17111353  0.19901348  0.19966431  0.19117100
## demo$ethnicity1  0.24640281  0.24640281  0.20856228  0.22695777  0.20645503
## demo$ethnicity2 -0.04721568 -0.04721568 -0.03353729 -0.05258236 -0.05105651
## demo$ethnicity3 -0.10134609 -0.10134609 -0.10377539 -0.10875522 -0.04117100
## demo$ethnicity4 -0.09163888 -0.09163888 -0.06963604 -0.08546906 -0.06397438
## demo$ethnicity5 -0.09526234 -0.09526234 -0.06698150 -0.09949546 -0.05182113
## demo$ethnicity6 -0.05686771 -0.05686771 -0.04719182 -0.04996780 -0.05134322
## demo$ethnicity7  0.11920905  0.11920905  0.06765318  0.11283569  0.02311471
## demo$ethnicity8 -0.03391155 -0.03391155 -0.03345046 -0.02241038 -0.03861368
## demo$ethnicity9  0.12888647  0.12888647  0.13111472  0.14461337  0.12209681
##                         276         277          278         279          280
## (Intercept)      0.18846510  0.17111353  0.189577509  0.17998332  0.284652038
## demo$ethnicity1  0.22905124  0.24640281  0.245410671  0.24663875  0.034395581
## demo$ethnicity2 -0.03905046 -0.04721568 -0.044289871 -0.04480614 -0.004050918
## demo$ethnicity3 -0.11869766 -0.10134609 -0.167355287 -0.13452878  0.109287356
## demo$ethnicity4 -0.07555947 -0.09163888 -0.090448635 -0.09287837  0.043111006
## demo$ethnicity5 -0.08409394 -0.09526234 -0.114568781 -0.10194292  0.068685961
## demo$ethnicity6 -0.05298388 -0.05686771 -0.049287599 -0.05676776  0.002585276
## demo$ethnicity7  0.10185748  0.11920905  0.143755825  0.13251668 -0.237032990
## demo$ethnicity8 -0.03416910 -0.03391155 -0.006853932 -0.01939606 -0.085965667
## demo$ethnicity9  0.13653490  0.12888647  0.149046830  0.13990411  0.048681296
##                         281          282         283         284         285
## (Intercept)      0.17111353  0.201959668  0.20016940  0.19657607  0.22205825
## demo$ethnicity1  0.24640281  0.240736599  0.17052026  0.23004601  0.23435200
## demo$ethnicity2 -0.04721568 -0.046619378 -0.05934510 -0.04949412 -0.03780219
## demo$ethnicity3 -0.10134609 -0.158481407  0.01035692 -0.10566698 -0.18039159
## demo$ethnicity4 -0.09163888 -0.096347728 -0.03882094 -0.09936488 -0.10891590
## demo$ethnicity5 -0.09526234 -0.115185181 -0.01074058 -0.09202731 -0.13676495
## demo$ethnicity6 -0.05686771 -0.056402451 -0.04373931 -0.05811227 -0.05145880
## demo$ethnicity7  0.11920905  0.150981508 -0.04632324  0.11592393  0.16683064
## demo$ethnicity8 -0.03391155  0.001749901 -0.06398401 -0.01889479  0.02051700
## demo$ethnicity9  0.12888647  0.154352624  0.12125917  0.14770161  0.16683064
##                         286         287         288         289         290
## (Intercept)      0.19967402  0.18975530  0.18086052  0.19208052  0.21013909
## demo$ethnicity1  0.19851413  0.20787073  0.24576156  0.20554551  0.20138240
## demo$ethnicity2 -0.05909715 -0.06479233 -0.04622446 -0.05196603 -0.05393721
## demo$ethnicity3 -0.02018684 -0.03975530 -0.13540597 -0.04208052 -0.03065191
## demo$ethnicity4 -0.05524181 -0.05725731 -0.08870506 -0.05958252 -0.03842488
## demo$ethnicity5 -0.04336519 -0.05558266 -0.10282011 -0.05173503 -0.05383025
## demo$ethnicity6 -0.04661659 -0.04773511 -0.05459877 -0.04987863 -0.03988121
## demo$ethnicity7 -0.01448884  0.02453041  0.13163948  0.02220520 -0.02495390
## demo$ethnicity8 -0.03535599 -0.03772709 -0.02027326 -0.04005230 -0.02677343
## demo$ethnicity9  0.11778629  0.12351251  0.13902691  0.12118730  0.10732123
##                         291         292         293         294         295
## (Intercept)      0.22205825  0.19344284  0.22205825  0.18154445  0.17111353
## demo$ethnicity1  0.23435200  0.24154534  0.23435200  0.21514413  0.24640281
## demo$ethnicity2 -0.03780219 -0.04763841 -0.03780219 -0.05677516 -0.04721568
## demo$ethnicity3 -0.18039159 -0.12677617 -0.18039159 -0.05959323 -0.10134609
## demo$ethnicity4 -0.10891590 -0.09947704 -0.10891590 -0.06557568 -0.09163888
## demo$ethnicity5 -0.13676495 -0.10843524 -0.13676495 -0.06344212 -0.09526234
## demo$ethnicity6 -0.05145880 -0.05867913 -0.05145880 -0.05588975 -0.05686771
## demo$ethnicity7  0.16683064  0.13989049  0.16683064  0.05983486  0.11920905
## demo$ethnicity8  0.02051700 -0.01071926  0.02051700 -0.04076081 -0.03391155
## demo$ethnicity9  0.16683064  0.14518150  0.16683064  0.12738004  0.12888647
##                           296         297         298         299         300
## (Intercept)      0.2185950794  0.21048110  0.35899004  0.20269977  0.22205825
## demo$ethnicity1  0.2241011883  0.23933556 -0.06295274  0.19548839  0.23435200
## demo$ethnicity2 -0.0282010744 -0.03499984  0.02316948 -0.06212289 -0.03780219
## demo$ethnicity3 -0.1751168185 -0.18920451  0.12488093 -0.02321259 -0.18039159
## demo$ethnicity4 -0.0914509999 -0.10314860  0.06368586 -0.03864839 -0.10891590
## demo$ethnicity5 -0.1150224359 -0.13153587  0.08730537 -0.04533273 -0.13676495
## demo$ethnicity6 -0.0480906848 -0.04957747  0.01604337 -0.03957857 -0.05145880
## demo$ethnicity7  0.1343460971  0.16094747 -0.20109530 -0.01751458  0.16683064
## demo$ethnicity8  0.0009875061  0.01315254 -0.05794540 -0.03894196  0.02051700
## demo$ethnicity9  0.1609730269  0.16255965 -0.02931971  0.11476055  0.16683064
##                         301         302         303          304         305
## (Intercept)      0.22205825  0.20401043  0.17850554  0.205348655  0.20238817
## demo$ethnicity1  0.23435200  0.18084439  0.22907022  0.229639525  0.21512817
## demo$ethnicity2 -0.03780219 -0.04780855 -0.03981506 -0.048433110 -0.05410008
## demo$ethnicity3 -0.18039159 -0.02452325 -0.08326744 -0.138681988 -0.08610910
## demo$ethnicity4 -0.10891590 -0.04762188 -0.07813050 -0.096226124 -0.09031500
## demo$ethnicity5 -0.13676495 -0.03288677 -0.07575003 -0.099394712 -0.07739539
## demo$ethnicity6 -0.05145880 -0.04069699 -0.05521131 -0.055849573 -0.06089929
## demo$ethnicity7  0.16683064 -0.01882524  0.08816113  0.127984679  0.08793441
## demo$ethnicity8  0.02051700 -0.04025262 -0.04850439 -0.005958411 -0.01300446
## demo$ethnicity9  0.16683064  0.11344989  0.12598164  0.157085208  0.14761183
##                         306         307          308          309          310
## (Intercept)      0.19344284  0.19430081  0.320484353  0.221572790  0.259880483
## demo$ethnicity1  0.24154534  0.24068737 -0.011459874  0.161905135  0.082897295
## demo$ethnicity2 -0.04763841 -0.04901318  0.008890647 -0.047428646 -0.024496620
## demo$ethnicity3 -0.12677617 -0.12763415  0.117015647  0.021670453  0.093060694
## demo$ethnicity4 -0.09947704 -0.09539675  0.053068448 -0.017832201  0.042288284
## demo$ethnicity5 -0.10843524 -0.10929321  0.077766067 -0.007373806  0.060265538
## demo$ethnicity6 -0.05867913 -0.05656845  0.007916034 -0.034989618 -0.005483848
## demo$ethnicity7  0.13989049  0.13903252 -0.220484353 -0.101572790 -0.259880483
## demo$ethnicity8 -0.01071926 -0.01157724 -0.072781764 -0.053012184 -0.074658808
## demo$ethnicity9  0.14518150  0.14432352  0.012027962  0.103504609  0.072780807
##                         311         312
## (Intercept)      0.18385882  0.17867984
## demo$ethnicity1  0.21282975  0.21800874
## demo$ethnicity2 -0.04438366 -0.05391055
## demo$ethnicity3 -0.06190760 -0.05672862
## demo$ethnicity4 -0.06154084 -0.08123912
## demo$ethnicity5 -0.05881205 -0.06151595
## demo$ethnicity6 -0.05130394 -0.05886541
## demo$ethnicity7  0.05752049  0.06269947
## demo$ethnicity8 -0.06159370 -0.03739569
## demo$ethnicity9  0.12506566  0.13024465
## 
## $f.perms
##              [,1]
##    [1,] 0.9487622
##    [2,] 0.8822961
##    [3,] 0.5242963
##    [4,] 0.7920944
##    [5,] 1.3476063
##    [6,] 0.9467426
##    [7,] 1.9018943
##    [8,] 0.5481069
##    [9,] 1.7946182
##   [10,] 0.8798335
##   [11,] 0.6431844
##   [12,] 0.7721436
##   [13,] 0.8497811
##   [14,] 0.8444532
##   [15,] 1.0757831
##   [16,] 2.5331543
##   [17,] 0.8293975
##   [18,] 0.6972986
##   [19,] 0.9545055
##   [20,] 0.5297313
##   [21,] 0.4028227
##   [22,] 0.9319735
##   [23,] 0.8627378
##   [24,] 0.6586939
##   [25,] 0.8231304
##   [26,] 0.5803396
##   [27,] 0.9232775
##   [28,] 1.5805122
##   [29,] 1.2793119
##   [30,] 1.1136409
##   [31,] 0.4544047
##   [32,] 0.5913506
##   [33,] 1.6540282
##   [34,] 0.2576550
##   [35,] 1.0907559
##   [36,] 2.2004523
##   [37,] 2.2568129
##   [38,] 1.2030782
##   [39,] 0.6254016
##   [40,] 1.0577639
##   [41,] 2.0927228
##   [42,] 0.6738621
##   [43,] 1.1220427
##   [44,] 0.8659793
##   [45,] 0.7280883
##   [46,] 0.9525071
##   [47,] 1.6028947
##   [48,] 1.1371401
##   [49,] 0.7611085
##   [50,] 0.9201476
##   [51,] 1.8578675
##   [52,] 0.8893131
##   [53,] 0.6455057
##   [54,] 0.9674006
##   [55,] 1.0218453
##   [56,] 1.4698214
##   [57,] 1.6347292
##   [58,] 0.5917149
##   [59,] 0.6936351
##   [60,] 0.7386836
##   [61,] 0.7598696
##   [62,] 0.4887916
##   [63,] 0.8745412
##   [64,] 0.9850402
##   [65,] 1.7978274
##   [66,] 0.9562893
##   [67,] 0.7820315
##   [68,] 0.8441274
##   [69,] 1.0827828
##   [70,] 0.7477960
##   [71,] 1.6563438
##   [72,] 0.9281368
##   [73,] 1.7912433
##   [74,] 1.3300235
##   [75,] 1.4382183
##   [76,] 0.7889230
##   [77,] 1.1116345
##   [78,] 1.5383267
##   [79,] 0.4882672
##   [80,] 1.0523073
##   [81,] 1.5909310
##   [82,] 1.3711615
##   [83,] 0.3430448
##   [84,] 0.7988915
##   [85,] 0.4384822
##   [86,] 0.8823869
##   [87,] 0.7829617
##   [88,] 1.2300854
##   [89,] 0.6667346
##   [90,] 0.5350232
##   [91,] 1.0906352
##   [92,] 0.4529629
##   [93,] 2.5209874
##   [94,] 0.9315124
##   [95,] 1.9956466
##   [96,] 0.3923519
##   [97,] 3.0256344
##   [98,] 0.5355828
##   [99,] 0.7346485
##  [100,] 0.8975948
##  [101,] 1.2384928
##  [102,] 0.9110375
##  [103,] 0.6003389
##  [104,] 2.9942694
##  [105,] 0.7685175
##  [106,] 0.5798167
##  [107,] 1.4017475
##  [108,] 0.8976404
##  [109,] 0.4353100
##  [110,] 1.3279042
##  [111,] 1.6984343
##  [112,] 0.3485683
##  [113,] 1.1663942
##  [114,] 0.7150716
##  [115,] 0.8487380
##  [116,] 1.0905501
##  [117,] 1.3405552
##  [118,] 0.2301953
##  [119,] 0.6307725
##  [120,] 1.6315056
##  [121,] 0.3685560
##  [122,] 2.0365164
##  [123,] 1.3958543
##  [124,] 1.1579833
##  [125,] 1.5076535
##  [126,] 0.7582033
##  [127,] 0.4957830
##  [128,] 0.8069425
##  [129,] 0.7556363
##  [130,] 0.4766704
##  [131,] 0.6711263
##  [132,] 0.5703281
##  [133,] 1.6255299
##  [134,] 1.9396398
##  [135,] 1.1113525
##  [136,] 0.3717112
##  [137,] 0.9735396
##  [138,] 1.1268044
##  [139,] 1.0614591
##  [140,] 0.5525638
##  [141,] 0.9625135
##  [142,] 1.1341757
##  [143,] 2.0304410
##  [144,] 1.8787154
##  [145,] 1.6902936
##  [146,] 1.0347179
##  [147,] 0.9477263
##  [148,] 0.4181255
##  [149,] 1.2047741
##  [150,] 0.9082108
##  [151,] 1.2043003
##  [152,] 1.0657927
##  [153,] 0.5113803
##  [154,] 0.5858968
##  [155,] 0.4551907
##  [156,] 1.2203110
##  [157,] 0.6777731
##  [158,] 1.2459364
##  [159,] 1.0202144
##  [160,] 0.6164189
##  [161,] 0.8688073
##  [162,] 0.3983040
##  [163,] 0.5183681
##  [164,] 0.6364586
##  [165,] 0.2465902
##  [166,] 0.8226842
##  [167,] 1.0233411
##  [168,] 0.5984459
##  [169,] 0.8212503
##  [170,] 1.1750757
##  [171,] 0.7742284
##  [172,] 1.9689051
##  [173,] 1.0369984
##  [174,] 0.4011725
##  [175,] 0.9586601
##  [176,] 0.7050054
##  [177,] 0.3737533
##  [178,] 0.4543433
##  [179,] 2.5407861
##  [180,] 0.8098111
##  [181,] 2.0072026
##  [182,] 0.9562585
##  [183,] 0.4606911
##  [184,] 1.1717647
##  [185,] 0.8061267
##  [186,] 0.3963036
##  [187,] 0.9678362
##  [188,] 0.6121617
##  [189,] 1.9720333
##  [190,] 0.7082708
##  [191,] 0.9298701
##  [192,] 1.1073941
##  [193,] 1.1101653
##  [194,] 0.8144953
##  [195,] 0.4103648
##  [196,] 0.9028974
##  [197,] 1.5046641
##  [198,] 1.0684011
##  [199,] 0.8235580
##  [200,] 0.7035118
##  [201,] 1.0358892
##  [202,] 1.3656193
##  [203,] 0.5774891
##  [204,] 0.7308084
##  [205,] 2.0824358
##  [206,] 1.8504307
##  [207,] 0.7251550
##  [208,] 1.6263976
##  [209,] 0.9255808
##  [210,] 0.5855151
##  [211,] 1.1107071
##  [212,] 1.0793288
##  [213,] 0.5164513
##  [214,] 1.0948325
##  [215,] 1.8697122
##  [216,] 0.4769168
##  [217,] 1.0890166
##  [218,] 0.9952528
##  [219,] 0.7281456
##  [220,] 1.3374452
##  [221,] 1.3478069
##  [222,] 2.2086888
##  [223,] 0.9714402
##  [224,] 2.0890763
##  [225,] 0.5616272
##  [226,] 0.3493817
##  [227,] 1.1361801
##  [228,] 0.3974565
##  [229,] 0.9965217
##  [230,] 1.5456437
##  [231,] 0.2924957
##  [232,] 0.2570297
##  [233,] 0.6716950
##  [234,] 1.1927601
##  [235,] 1.7581663
##  [236,] 0.9579826
##  [237,] 1.6871205
##  [238,] 0.6607494
##  [239,] 1.3484844
##  [240,] 0.8374093
##  [241,] 1.2080927
##  [242,] 0.8120208
##  [243,] 1.0849126
##  [244,] 0.8169896
##  [245,] 0.4394935
##  [246,] 0.7614227
##  [247,] 0.8947690
##  [248,] 1.7652000
##  [249,] 1.7011548
##  [250,] 1.1709106
##  [251,] 0.3745488
##  [252,] 1.3415009
##  [253,] 1.8343243
##  [254,] 1.0546847
##  [255,] 0.7300185
##  [256,] 1.0854766
##  [257,] 0.3425174
##  [258,] 0.4532068
##  [259,] 1.4514024
##  [260,] 0.8431596
##  [261,] 1.0514096
##  [262,] 1.0583042
##  [263,] 1.0845693
##  [264,] 0.7220420
##  [265,] 1.3417206
##  [266,] 2.0110528
##  [267,] 0.5805168
##  [268,] 0.4706924
##  [269,] 0.8693752
##  [270,] 0.5464612
##  [271,] 2.5617714
##  [272,] 1.2935542
##  [273,] 0.7812846
##  [274,] 1.4253968
##  [275,] 0.9798052
##  [276,] 2.4499879
##  [277,] 0.7152286
##  [278,] 1.2578804
##  [279,] 1.9874177
##  [280,] 0.3987676
##  [281,] 1.1963102
##  [282,] 0.8961506
##  [283,] 0.6176800
##  [284,] 1.1637232
##  [285,] 0.4464070
##  [286,] 1.9425558
##  [287,] 0.4619507
##  [288,] 2.0407860
##  [289,] 1.5003708
##  [290,] 1.3997854
##  [291,] 1.6581681
##  [292,] 0.6059354
##  [293,] 1.0738966
##  [294,] 0.7596832
##  [295,] 1.6904055
##  [296,] 0.7377513
##  [297,] 0.9089457
##  [298,] 1.8754493
##  [299,] 0.7806280
##  [300,] 1.0452990
##  [301,] 1.2183192
##  [302,] 0.7948953
##  [303,] 0.9091200
##  [304,] 0.7843199
##  [305,] 0.3001566
##  [306,] 0.8212417
##  [307,] 1.2873493
##  [308,] 0.9059820
##  [309,] 1.7092714
##  [310,] 0.6502993
##  [311,] 0.9368374
##  [312,] 0.5476449
##  [313,] 0.4669039
##  [314,] 0.6761491
##  [315,] 2.0632811
##  [316,] 1.1001291
##  [317,] 0.5088160
##  [318,] 0.5861650
##  [319,] 0.6234219
##  [320,] 1.2169079
##  [321,] 1.0964052
##  [322,] 0.9070984
##  [323,] 0.4366990
##  [324,] 1.1255405
##  [325,] 0.8697506
##  [326,] 1.3056380
##  [327,] 0.5457257
##  [328,] 0.8659592
##  [329,] 0.5834879
##  [330,] 0.7281679
##  [331,] 0.4468400
##  [332,] 1.0626044
##  [333,] 0.4187509
##  [334,] 0.6478457
##  [335,] 1.2771987
##  [336,] 0.5467911
##  [337,] 2.1684954
##  [338,] 0.9532521
##  [339,] 0.7671479
##  [340,] 0.9763065
##  [341,] 0.4588044
##  [342,] 0.7480740
##  [343,] 0.7163133
##  [344,] 1.2162731
##  [345,] 0.6099068
##  [346,] 0.6617629
##  [347,] 1.1742533
##  [348,] 0.5732073
##  [349,] 0.8765139
##  [350,] 0.9915381
##  [351,] 0.7051783
##  [352,] 0.8999962
##  [353,] 1.7046772
##  [354,] 1.0572622
##  [355,] 0.4975666
##  [356,] 0.6571384
##  [357,] 0.5663208
##  [358,] 0.9579117
##  [359,] 2.1601239
##  [360,] 0.8631550
##  [361,] 1.0534800
##  [362,] 0.7449190
##  [363,] 0.5338378
##  [364,] 0.9186294
##  [365,] 0.6648514
##  [366,] 1.8615086
##  [367,] 1.3326428
##  [368,] 0.9050729
##  [369,] 0.3548569
##  [370,] 0.3573025
##  [371,] 0.4977147
##  [372,] 0.6071051
##  [373,] 0.3462170
##  [374,] 2.0748264
##  [375,] 0.9146445
##  [376,] 1.4598194
##  [377,] 1.8186651
##  [378,] 1.9519934
##  [379,] 0.5301161
##  [380,] 0.8684682
##  [381,] 2.0440041
##  [382,] 0.6535700
##  [383,] 0.6933984
##  [384,] 0.7854290
##  [385,] 0.8676626
##  [386,] 0.8864756
##  [387,] 0.9186485
##  [388,] 0.8546385
##  [389,] 1.0294524
##  [390,] 1.0248768
##  [391,] 0.7023212
##  [392,] 0.6748854
##  [393,] 0.5887595
##  [394,] 2.2277971
##  [395,] 0.4921412
##  [396,] 1.3771583
##  [397,] 1.3098321
##  [398,] 1.0900114
##  [399,] 1.3334142
##  [400,] 0.4783836
##  [401,] 1.5622861
##  [402,] 0.8080812
##  [403,] 0.6930289
##  [404,] 1.2464201
##  [405,] 0.8686470
##  [406,] 1.1000069
##  [407,] 2.4019810
##  [408,] 2.0060415
##  [409,] 1.2806615
##  [410,] 0.7386921
##  [411,] 1.5443687
##  [412,] 2.5001237
##  [413,] 0.4628163
##  [414,] 0.8972796
##  [415,] 0.5167393
##  [416,] 0.7337685
##  [417,] 0.8545949
##  [418,] 1.0753116
##  [419,] 0.6745053
##  [420,] 0.6556075
##  [421,] 0.9015956
##  [422,] 0.6832433
##  [423,] 0.7999879
##  [424,] 1.4177070
##  [425,] 0.6028221
##  [426,] 0.6578178
##  [427,] 1.2538932
##  [428,] 1.0423521
##  [429,] 0.8926186
##  [430,] 0.9139882
##  [431,] 1.0886883
##  [432,] 1.2251519
##  [433,] 0.3414580
##  [434,] 1.3216976
##  [435,] 1.0657231
##  [436,] 0.9250325
##  [437,] 2.0165692
##  [438,] 0.9347801
##  [439,] 0.4504095
##  [440,] 0.4207504
##  [441,] 1.3623840
##  [442,] 0.6753564
##  [443,] 0.9761320
##  [444,] 0.8931145
##  [445,] 1.1139065
##  [446,] 1.6793872
##  [447,] 0.8855352
##  [448,] 1.9937071
##  [449,] 1.4327959
##  [450,] 0.6548668
##  [451,] 2.0196370
##  [452,] 1.1077818
##  [453,] 1.1781347
##  [454,] 0.8881865
##  [455,] 0.8200562
##  [456,] 1.1462381
##  [457,] 1.8047670
##  [458,] 1.7753523
##  [459,] 0.6467074
##  [460,] 2.2615991
##  [461,] 0.7522285
##  [462,] 1.0911728
##  [463,] 1.5854709
##  [464,] 0.6804014
##  [465,] 0.5650165
##  [466,] 0.6569300
##  [467,] 0.4554834
##  [468,] 1.0422613
##  [469,] 0.9330248
##  [470,] 1.6535218
##  [471,] 0.5327957
##  [472,] 1.1432659
##  [473,] 0.5600525
##  [474,] 1.7534320
##  [475,] 1.5141351
##  [476,] 0.6583660
##  [477,] 1.0594838
##  [478,] 1.0096630
##  [479,] 1.8999168
##  [480,] 1.2117565
##  [481,] 0.4877244
##  [482,] 0.7621254
##  [483,] 1.6899970
##  [484,] 1.6504229
##  [485,] 2.1366832
##  [486,] 1.3442625
##  [487,] 0.9164106
##  [488,] 1.5248392
##  [489,] 0.4689042
##  [490,] 0.7978104
##  [491,] 0.6360613
##  [492,] 1.2960205
##  [493,] 1.1826678
##  [494,] 0.9516326
##  [495,] 1.5796615
##  [496,] 1.0181410
##  [497,] 0.5351344
##  [498,] 0.7255480
##  [499,] 2.9751121
##  [500,] 0.6088403
##  [501,] 0.7657528
##  [502,] 0.7106391
##  [503,] 0.7808921
##  [504,] 0.6238858
##  [505,] 0.9610225
##  [506,] 0.3604084
##  [507,] 1.3242808
##  [508,] 0.6959562
##  [509,] 0.8544965
##  [510,] 0.7696397
##  [511,] 0.8678233
##  [512,] 0.9592047
##  [513,] 3.2618516
##  [514,] 0.7190704
##  [515,] 0.8381355
##  [516,] 0.5219520
##  [517,] 1.0755303
##  [518,] 1.3380139
##  [519,] 0.7675773
##  [520,] 0.9679495
##  [521,] 1.6343459
##  [522,] 1.6461176
##  [523,] 1.2028440
##  [524,] 0.6431266
##  [525,] 1.4241979
##  [526,] 1.3566092
##  [527,] 0.4166194
##  [528,] 0.8025675
##  [529,] 0.9231080
##  [530,] 0.5717644
##  [531,] 2.0204553
##  [532,] 0.3273316
##  [533,] 0.9923830
##  [534,] 0.9225384
##  [535,] 1.8008071
##  [536,] 0.5620826
##  [537,] 0.3577284
##  [538,] 1.3454447
##  [539,] 0.4747989
##  [540,] 1.3613192
##  [541,] 1.1211971
##  [542,] 0.8141738
##  [543,] 0.8752232
##  [544,] 0.9168633
##  [545,] 1.5353010
##  [546,] 0.5033836
##  [547,] 0.4967415
##  [548,] 1.3510137
##  [549,] 1.3340497
##  [550,] 1.0142246
##  [551,] 1.1221994
##  [552,] 1.4857488
##  [553,] 0.4866879
##  [554,] 0.4565577
##  [555,] 1.1236156
##  [556,] 0.7698479
##  [557,] 0.8448699
##  [558,] 0.8434663
##  [559,] 0.9429205
##  [560,] 1.0705977
##  [561,] 0.4211643
##  [562,] 0.6099506
##  [563,] 0.9052413
##  [564,] 0.5828626
##  [565,] 0.8945778
##  [566,] 1.9300813
##  [567,] 0.7129098
##  [568,] 0.5659857
##  [569,] 0.7102696
##  [570,] 0.6105534
##  [571,] 1.0891797
##  [572,] 1.4701963
##  [573,] 1.1761487
##  [574,] 0.4440855
##  [575,] 1.2975607
##  [576,] 1.0476068
##  [577,] 0.6464405
##  [578,] 1.4790361
##  [579,] 1.2581322
##  [580,] 0.9138584
##  [581,] 1.2822842
##  [582,] 1.4283680
##  [583,] 1.0404987
##  [584,] 1.7095566
##  [585,] 1.6628782
##  [586,] 0.7103275
##  [587,] 1.2385086
##  [588,] 0.5271155
##  [589,] 0.7907248
##  [590,] 1.1535593
##  [591,] 0.6477383
##  [592,] 0.3962315
##  [593,] 0.4778096
##  [594,] 0.6973020
##  [595,] 0.6042215
##  [596,] 0.9598988
##  [597,] 0.7831943
##  [598,] 0.7288995
##  [599,] 1.4637755
##  [600,] 0.5010255
##  [601,] 0.5261745
##  [602,] 1.1106610
##  [603,] 1.1955103
##  [604,] 1.4816144
##  [605,] 0.6668091
##  [606,] 0.6892852
##  [607,] 0.8244522
##  [608,] 1.0331458
##  [609,] 1.1156436
##  [610,] 0.8720908
##  [611,] 0.9664297
##  [612,] 0.5722334
##  [613,] 0.9934286
##  [614,] 2.3480660
##  [615,] 0.9560770
##  [616,] 1.3963484
##  [617,] 0.5785681
##  [618,] 0.6057768
##  [619,] 0.2819484
##  [620,] 0.7258811
##  [621,] 0.3302504
##  [622,] 0.4713274
##  [623,] 0.5915857
##  [624,] 1.0593922
##  [625,] 2.0267827
##  [626,] 0.5867024
##  [627,] 2.0219120
##  [628,] 0.8346471
##  [629,] 0.6423065
##  [630,] 1.0340384
##  [631,] 0.7548283
##  [632,] 2.0605994
##  [633,] 0.4346226
##  [634,] 0.6621109
##  [635,] 0.5223398
##  [636,] 1.0552689
##  [637,] 0.5813520
##  [638,] 0.8962100
##  [639,] 1.8110014
##  [640,] 0.6782866
##  [641,] 0.6077158
##  [642,] 1.1906892
##  [643,] 0.6115198
##  [644,] 0.5261088
##  [645,] 0.9687994
##  [646,] 1.1193610
##  [647,] 0.8142771
##  [648,] 1.1960895
##  [649,] 0.5878962
##  [650,] 0.6886476
##  [651,] 0.4849276
##  [652,] 0.5273150
##  [653,] 0.8646910
##  [654,] 1.6041216
##  [655,] 1.0720573
##  [656,] 1.7812271
##  [657,] 1.0087030
##  [658,] 0.8560934
##  [659,] 0.4707605
##  [660,] 0.4336243
##  [661,] 1.2644961
##  [662,] 0.3145840
##  [663,] 1.0541534
##  [664,] 2.2778233
##  [665,] 1.4768811
##  [666,] 1.6571056
##  [667,] 0.8581384
##  [668,] 0.7624588
##  [669,] 0.8777339
##  [670,] 0.8609679
##  [671,] 2.5199619
##  [672,] 0.6744296
##  [673,] 0.4996060
##  [674,] 0.6920705
##  [675,] 0.4541707
##  [676,] 1.0804358
##  [677,] 1.0108121
##  [678,] 0.7917644
##  [679,] 1.5657371
##  [680,] 0.4853510
##  [681,] 1.2432756
##  [682,] 1.2076172
##  [683,] 1.7336710
##  [684,] 2.6158058
##  [685,] 1.6949861
##  [686,] 2.0008323
##  [687,] 1.2563594
##  [688,] 0.7750798
##  [689,] 0.5499271
##  [690,] 0.7597554
##  [691,] 0.9587550
##  [692,] 0.8494775
##  [693,] 0.5842449
##  [694,] 0.8475082
##  [695,] 0.4879799
##  [696,] 0.5203514
##  [697,] 1.3129135
##  [698,] 1.3470756
##  [699,] 1.2613224
##  [700,] 1.0222244
##  [701,] 0.8174940
##  [702,] 0.3427815
##  [703,] 0.4404495
##  [704,] 0.7335299
##  [705,] 0.5448410
##  [706,] 0.6630836
##  [707,] 0.4198205
##  [708,] 1.0221976
##  [709,] 1.1939377
##  [710,] 0.6426125
##  [711,] 1.9480584
##  [712,] 0.5626939
##  [713,] 1.6307148
##  [714,] 0.7244823
##  [715,] 1.1369640
##  [716,] 2.3732322
##  [717,] 0.7290338
##  [718,] 0.7422930
##  [719,] 1.3560075
##  [720,] 0.5616380
##  [721,] 1.1978520
##  [722,] 0.7640567
##  [723,] 0.7770375
##  [724,] 0.7621932
##  [725,] 0.5202557
##  [726,] 0.8479951
##  [727,] 0.9032046
##  [728,] 0.9372086
##  [729,] 1.3936242
##  [730,] 0.7130320
##  [731,] 0.5450674
##  [732,] 0.7649992
##  [733,] 1.2585574
##  [734,] 0.6632439
##  [735,] 1.0930589
##  [736,] 0.4195439
##  [737,] 0.6392723
##  [738,] 0.9982280
##  [739,] 1.1978681
##  [740,] 1.0587639
##  [741,] 0.7158935
##  [742,] 0.7495682
##  [743,] 0.5705756
##  [744,] 2.8110041
##  [745,] 0.6708060
##  [746,] 1.7913966
##  [747,] 0.6420401
##  [748,] 0.8088703
##  [749,] 0.4508490
##  [750,] 0.6725409
##  [751,] 0.9072170
##  [752,] 1.5980243
##  [753,] 0.2989284
##  [754,] 0.5017589
##  [755,] 0.6584912
##  [756,] 0.7617759
##  [757,] 1.1512954
##  [758,] 0.5329331
##  [759,] 0.6805314
##  [760,] 0.6813716
##  [761,] 1.1140563
##  [762,] 0.8815813
##  [763,] 1.1387882
##  [764,] 0.3680889
##  [765,] 0.7193577
##  [766,] 0.9099132
##  [767,] 0.8866785
##  [768,] 0.9269883
##  [769,] 1.0703701
##  [770,] 0.6884911
##  [771,] 1.2085510
##  [772,] 0.4534772
##  [773,] 0.7214962
##  [774,] 2.0441675
##  [775,] 1.0607624
##  [776,] 0.6384682
##  [777,] 1.5317132
##  [778,] 1.0903236
##  [779,] 0.5040316
##  [780,] 0.6621070
##  [781,] 0.8677591
##  [782,] 2.2433588
##  [783,] 2.0857408
##  [784,] 0.8079460
##  [785,] 0.7570772
##  [786,] 1.8982196
##  [787,] 0.8801277
##  [788,] 0.5512240
##  [789,] 1.1352305
##  [790,] 0.7603867
##  [791,] 0.3950955
##  [792,] 0.7340930
##  [793,] 0.8437920
##  [794,] 1.3857195
##  [795,] 2.1147869
##  [796,] 0.7899591
##  [797,] 0.7978763
##  [798,] 0.7602988
##  [799,] 0.7402392
##  [800,] 1.9389485
##  [801,] 1.5684980
##  [802,] 0.6595188
##  [803,] 1.2497482
##  [804,] 1.4874931
##  [805,] 1.4166757
##  [806,] 0.5988266
##  [807,] 1.5211286
##  [808,] 0.7685128
##  [809,] 0.3873800
##  [810,] 0.7966578
##  [811,] 1.1532525
##  [812,] 1.4448759
##  [813,] 0.9996424
##  [814,] 0.9191064
##  [815,] 0.4946545
##  [816,] 1.0245270
##  [817,] 1.0481241
##  [818,] 0.4168094
##  [819,] 1.1086566
##  [820,] 1.9628507
##  [821,] 2.3787609
##  [822,] 0.7531635
##  [823,] 1.4502224
##  [824,] 1.6533138
##  [825,] 1.0817072
##  [826,] 0.5897562
##  [827,] 1.6426869
##  [828,] 0.7217105
##  [829,] 1.4038039
##  [830,] 0.4412657
##  [831,] 0.6787105
##  [832,] 0.8843801
##  [833,] 0.4534454
##  [834,] 0.6688289
##  [835,] 0.6998378
##  [836,] 0.8063724
##  [837,] 3.2075233
##  [838,] 1.0705589
##  [839,] 0.5396809
##  [840,] 1.4284752
##  [841,] 1.9140521
##  [842,] 0.8037737
##  [843,] 0.5959326
##  [844,] 2.3958172
##  [845,] 0.3986893
##  [846,] 1.2575783
##  [847,] 1.1322325
##  [848,] 1.0746593
##  [849,] 0.4769321
##  [850,] 0.9300698
##  [851,] 0.4960169
##  [852,] 0.8320240
##  [853,] 0.3286836
##  [854,] 1.4569182
##  [855,] 1.2503992
##  [856,] 1.1873323
##  [857,] 0.5815326
##  [858,] 0.6285414
##  [859,] 1.3752843
##  [860,] 1.0719458
##  [861,] 2.6152211
##  [862,] 1.3425773
##  [863,] 0.3660103
##  [864,] 0.5825155
##  [865,] 0.8182534
##  [866,] 1.2116966
##  [867,] 0.8622209
##  [868,] 0.7997332
##  [869,] 0.7967423
##  [870,] 0.8418902
##  [871,] 1.1089364
##  [872,] 0.4336928
##  [873,] 1.2811425
##  [874,] 0.3961560
##  [875,] 1.5489667
##  [876,] 2.0939645
##  [877,] 0.4452206
##  [878,] 1.8882694
##  [879,] 0.7141049
##  [880,] 1.6390643
##  [881,] 0.4695456
##  [882,] 1.5131901
##  [883,] 0.6143527
##  [884,] 0.9669181
##  [885,] 0.9187840
##  [886,] 2.0966973
##  [887,] 1.2282496
##  [888,] 0.6357441
##  [889,] 1.3592540
##  [890,] 1.9968139
##  [891,] 0.7867790
##  [892,] 1.5484295
##  [893,] 1.1535927
##  [894,] 0.5360606
##  [895,] 0.6850163
##  [896,] 2.3184251
##  [897,] 0.5255888
##  [898,] 0.3147373
##  [899,] 0.4839714
##  [900,] 1.2206288
##  [901,] 1.3087753
##  [902,] 1.0069032
##  [903,] 1.5030407
##  [904,] 0.7056448
##  [905,] 0.9227326
##  [906,] 0.3292263
##  [907,] 0.5753916
##  [908,] 0.5668893
##  [909,] 0.4453315
##  [910,] 0.5125458
##  [911,] 0.8423646
##  [912,] 0.6703505
##  [913,] 1.7818376
##  [914,] 1.3640586
##  [915,] 0.8244950
##  [916,] 0.3550620
##  [917,] 0.8771047
##  [918,] 0.2692276
##  [919,] 0.7593138
##  [920,] 1.9056739
##  [921,] 0.6703673
##  [922,] 0.6914509
##  [923,] 2.8502405
##  [924,] 0.8085282
##  [925,] 0.9870407
##  [926,] 1.1389518
##  [927,] 0.9179558
##  [928,] 1.5447401
##  [929,] 1.2065818
##  [930,] 0.8878954
##  [931,] 0.4236185
##  [932,] 0.3703391
##  [933,] 1.2522486
##  [934,] 1.1022945
##  [935,] 0.9153156
##  [936,] 0.4693303
##  [937,] 1.7382854
##  [938,] 0.4211924
##  [939,] 0.7968607
##  [940,] 0.7620105
##  [941,] 1.5887572
##  [942,] 1.3439397
##  [943,] 0.5915155
##  [944,] 0.9288329
##  [945,] 1.5781010
##  [946,] 0.6651787
##  [947,] 0.9031668
##  [948,] 1.3262811
##  [949,] 2.1028683
##  [950,] 1.9290717
##  [951,] 1.4087881
##  [952,] 0.6801722
##  [953,] 0.8813283
##  [954,] 1.4892149
##  [955,] 0.9990333
##  [956,] 1.5207915
##  [957,] 1.2950306
##  [958,] 1.2276616
##  [959,] 0.7070448
##  [960,] 2.1270092
##  [961,] 0.5032452
##  [962,] 1.9264587
##  [963,] 0.4538362
##  [964,] 0.6304000
##  [965,] 0.7670119
##  [966,] 0.9152614
##  [967,] 1.1029687
##  [968,] 0.7111396
##  [969,] 0.7993761
##  [970,] 0.7927212
##  [971,] 0.9949003
##  [972,] 0.6536316
##  [973,] 0.9483360
##  [974,] 1.0381125
##  [975,] 0.6266243
##  [976,] 1.7441723
##  [977,] 0.7171142
##  [978,] 0.5919997
##  [979,] 0.5615700
##  [980,] 0.5188727
##  [981,] 0.7001970
##  [982,] 0.8251883
##  [983,] 0.4088261
##  [984,] 0.7969801
##  [985,] 2.0444246
##  [986,] 0.8314434
##  [987,] 0.9637645
##  [988,] 0.8979829
##  [989,] 0.4596082
##  [990,] 1.1632897
##  [991,] 2.6481746
##  [992,] 0.7584629
##  [993,] 0.3859119
##  [994,] 0.6446990
##  [995,] 1.0516185
##  [996,] 1.2638496
##  [997,] 0.8210622
##  [998,] 1.2568327
##  [999,] 0.8483092
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## sd ~ demo$ethnicity
## attr(,"variables")
## list(sd, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## sd                          0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Self-Determination across ethnicity.

Self-Efficacy

Now, Self-Efficacy:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)   
## demo$ethnicity   9    0.8800 0.097777  4.2472 0.11235  0.002 **
## Residuals      302    6.9525 0.023022         0.88765          
## Total          311    7.8325                  1.00000          
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = se ~ demo$ethnicity)
## 
## $coefficients
##                 self_determition_ave         se1        se2        se3
## (Intercept)                3.3910770  3.54850178  3.4515357  3.3413860
## demo$ethnicity1           -1.2310770 -1.14850178 -1.0515357 -0.9413860
## demo$ethnicity2            0.1589230  0.45149822  0.5484643  0.4086140
## demo$ethnicity3            1.2089230  1.45149822  1.5484643  1.6586140
## demo$ethnicity4            0.6533675  0.11816489  0.6595754  0.7697251
## demo$ethnicity5            0.8755897  0.78483155  0.7706865  0.4363917
## demo$ethnicity6            0.2559819  0.03973352  0.3719937  0.1880257
## demo$ethnicity7           -1.1910770 -0.54850178 -1.4515357 -1.3413860
## demo$ethnicity8           -0.2577436 -0.88183511 -1.4515357 -1.3413860
## demo$ethnicity9           -0.8910770 -0.54850178 -0.7015357 -0.3413860
##                         se4         se5 self_efficacy_ave
## (Intercept)      3.56537159  3.69200053         3.5197591
## demo$ethnicity1 -1.16537159 -1.29200053        -1.1197591
## demo$ethnicity2 -0.06537159  0.05799947         0.2802409
## demo$ethnicity3  1.43462841  1.30799947         1.4802409
## demo$ethnicity4  0.54573952  0.53022169         0.5246853
## demo$ethnicity5  0.87907285  0.75244391         0.7246853
## demo$ethnicity6  0.14051076  0.24917594         0.1978879
## demo$ethnicity7 -1.56537159 -0.69200053        -1.1197591
## demo$ethnicity8 -0.56537159 -0.69200053        -0.9864258
## demo$ethnicity9 -0.06537159 -0.69200053        -0.4697591
## 
## $coef.sites
##                           1           2            3           4           5
## (Intercept)      0.20951716  0.19207912  0.181343649  0.19084990  0.20951716
## demo$ethnicity1  0.21702005  0.21917857  0.206629883  0.21590759  0.21702005
## demo$ethnicity2 -0.03377994 -0.02022805  0.001839846 -0.01968708 -0.03377994
## demo$ethnicity3 -0.20377004 -0.15304008 -0.079432821 -0.13917817 -0.20377004
## demo$ethnicity4 -0.09346523 -0.09182379 -0.086643617 -0.08860045 -0.09346523
## demo$ethnicity5 -0.12262735 -0.12035248 -0.104589002 -0.11372251 -0.12262735
## demo$ethnicity6 -0.03981857 -0.04074684 -0.039607448 -0.04207878 -0.03981857
## demo$ethnicity7  0.14707198  0.12479331  0.077584922  0.11458943  0.14707198
## demo$ethnicity8  0.13168167  0.11092503  0.066249676  0.10354861  0.13168167
## demo$ethnicity9  0.08085858  0.05895365  0.042979488  0.05548313  0.08085858
##                           6           7           8            9          10
## (Intercept)      0.18873261  0.21047363  0.20951716  0.188534074  0.48353173
## demo$ethnicity1  0.19526365  0.17314516  0.21702005  0.198067710 -0.22322610
## demo$ethnicity2  0.02058653  0.02971375 -0.03377994 -0.009162383  0.02144650
## demo$ethnicity3 -0.03154198  0.01647672 -0.20377004 -0.083102764  0.16408731
## demo$ethnicity4 -0.06739865 -0.04368286 -0.09346523 -0.080174352  0.08869142
## demo$ethnicity5 -0.08200261 -0.04865356 -0.12262735 -0.094519351  0.11138282
## demo$ethnicity6 -0.04356893 -0.03289167 -0.03981857 -0.037307695  0.03819384
## demo$ethnicity7  0.01700901 -0.07505697  0.14707198  0.067071307 -0.10019840
## demo$ethnicity8  0.02409193 -0.01379041  0.13168167  0.079128659 -0.12439950
## demo$ethnicity9  0.03655310  0.03255666  0.08085858  0.043365988 -0.05329367
##                           11          12           13           14          15
## (Intercept)      0.192476924  0.18392087  0.181343649  0.180565118  0.19913607
## demo$ethnicity1  0.193002270  0.21195388  0.206629883  0.206036666  0.21537193
## demo$ethnicity2 -0.002534548 -0.01100522  0.001839846  0.002823332 -0.02046270
## demo$ethnicity3 -0.065441093 -0.10267087 -0.079432821 -0.075133808 -0.15746940
## demo$ethnicity4 -0.076412933 -0.08880016 -0.086643617 -0.085433785 -0.09401948
## demo$ethnicity5 -0.082268577 -0.10675281 -0.104589002 -0.102628635 -0.12120620
## demo$ethnicity6 -0.039626032 -0.03958342 -0.039607448 -0.040421169 -0.04215155
## demo$ethnicity7  0.042546118  0.09434000  0.077584922  0.075040263  0.12606718
## demo$ethnicity8  0.068914419  0.08212126  0.066249676  0.063860532  0.11186436
## demo$ethnicity9  0.039664576  0.04885438  0.042979488  0.040620658  0.06790891
##                           16          17          18          19            20
## (Intercept)      0.180565118  0.20286320  0.18547937  0.20537496  0.1878159575
## demo$ethnicity1  0.206036666  0.21884151  0.20384978  0.21925855  0.1962188628
## demo$ethnicity2  0.002823332 -0.03466857 -0.01166062 -0.03493756 -0.0009781157
## demo$ethnicity3 -0.075133808 -0.19411685 -0.08706667 -0.20537496 -0.0533897280
## demo$ethnicity4 -0.085433785 -0.09100785 -0.08310707 -0.09300735 -0.0790259546
## demo$ethnicity5 -0.102628635 -0.11702054 -0.09732479 -0.12088003 -0.0897529953
## demo$ethnicity6 -0.040421169 -0.04117791 -0.03957735 -0.03936794 -0.0429087257
## demo$ethnicity7  0.075040263  0.14101032  0.07674285  0.14618754  0.0400910192
## demo$ethnicity8  0.063860532  0.12608691  0.07802279  0.13097944  0.0595798602
## demo$ethnicity9  0.040620658  0.07487885  0.04571392  0.08000219  0.0481042842
##                          21           22           23          24           25
## (Intercept)      0.18440289  0.227422981  0.203811118  0.18360117  0.180565118
## demo$ethnicity1  0.20626604  0.146188092  0.173825738  0.20191126  0.206036666
## demo$ethnicity2 -0.01076014  0.024150130  0.018380045  0.01251530  0.002823332
## demo$ethnicity3 -0.08946618  0.026200208 -0.034892199 -0.05288222 -0.075133808
## demo$ethnicity4 -0.08499405 -0.046667043 -0.062961953 -0.07161435 -0.085433785
## demo$ethnicity5 -0.09914880 -0.037463133 -0.072851072 -0.09720721 -0.102628635
## demo$ethnicity6 -0.03994631 -0.033188267 -0.027842162 -0.04161977 -0.040421169
## demo$ethnicity7  0.08108384 -0.066132658  0.009781115  0.04788031  0.075040263
## demo$ethnicity8  0.07703910  0.008199999  0.038965394  0.03786004  0.063860532
## demo$ethnicity9  0.04643405  0.017003016  0.022262383  0.03971159  0.040620658
##                          26          27           28          29          30
## (Intercept)      0.49803529  0.19065987  0.251001045  0.20951716  0.20560636
## demo$ethnicity1 -0.24754219  0.21377276  0.123578470  0.21702005  0.17184544
## demo$ethnicity2  0.02630753 -0.01755664  0.034601104 -0.03377994  0.01361057
## demo$ethnicity3  0.16542625 -0.13255589  0.064588309 -0.20377004 -0.02873561
## demo$ethnicity4  0.09240169 -0.08906376 -0.017864914 -0.09346523 -0.07838792
## demo$ethnicity5  0.11445715 -0.11372870 -0.002742345 -0.12262735 -0.06810781
## demo$ethnicity6  0.04296026 -0.04051917 -0.017294781 -0.03981857 -0.03868727
## demo$ethnicity7 -0.09125563  0.10891819 -0.152735149  0.14707198  0.02968776
## demo$ethnicity8 -0.11634948  0.09576907 -0.035657249  0.13168167  0.04507667
## demo$ethnicity9 -0.06721784  0.06097477  0.010921328  0.08085858  0.02097021
##                          31          32          33           34           35
## (Intercept)      0.20099113  0.46275080  0.18968396  0.187142572  0.210500717
## demo$ethnicity1  0.21871051 -0.18912343  0.19273239  0.205397065  0.171241986
## demo$ethnicity2 -0.02646736  0.01421539  0.01988694  0.005707741  0.029983006
## demo$ethnicity3 -0.18046327  0.16166235 -0.02861013 -0.078168213  0.020816009
## demo$ethnicity4 -0.09249745  0.08294653 -0.06605295 -0.087707637 -0.052009367
## demo$ethnicity5 -0.12514509  0.10651580 -0.07981199 -0.095809015 -0.044969961
## demo$ethnicity6 -0.04155277  0.03321361 -0.04301914 -0.045153046 -0.040255940
## demo$ethnicity7  0.13765429 -0.11315730  0.01223912  0.065109680 -0.079610665
## demo$ethnicity8  0.12292853 -0.13594495  0.02508792  0.066619250  0.000466988
## demo$ethnicity9  0.07156696 -0.03367909  0.03586857  0.043315620  0.032779383
##                          36          37           38          39          40
## (Intercept)      0.20021980  0.20341607  0.188698651  0.46275080  0.19078078
## demo$ethnicity1  0.21743690  0.21927487  0.204603320 -0.18912343  0.20185153
## demo$ethnicity2 -0.02966946 -0.03544193  0.003116751  0.01421539  0.01062495
## demo$ethnicity3 -0.17957083 -0.19760212 -0.088069720  0.16166235 -0.07180972
## demo$ethnicity4 -0.09419779 -0.09205308 -0.088418582  0.08294653 -0.08557043
## demo$ethnicity5 -0.11531930 -0.11870544 -0.109302823  0.10651580 -0.09748968
## demo$ethnicity6 -0.04067135 -0.04041273 -0.039042878  0.03321361 -0.04106153
## demo$ethnicity7  0.13311353  0.14304062  0.083231173 -0.11315730  0.05808800
## demo$ethnicity8  0.11859190  0.12802077  0.071297715 -0.13594495  0.05980532
## demo$ethnicity9  0.07479325  0.07688958  0.047916526 -0.03367909  0.04497719
##                          41           42           43          44          45
## (Intercept)      0.19771077  0.195689057  0.190714158  0.19574163  0.20951716
## demo$ethnicity1  0.21679723  0.211068432  0.214887295  0.21661108  0.21702005
## demo$ethnicity2 -0.01903740 -0.009708516 -0.007540807 -0.02259822 -0.03377994
## demo$ethnicity3 -0.15604410 -0.137938297 -0.135836109 -0.15981348 -0.20377004
## demo$ethnicity4 -0.09259418 -0.087804749 -0.091865912 -0.09455323 -0.09346523
## demo$ethnicity5 -0.12311301 -0.121080232 -0.120521143 -0.11333233 -0.12262735
## demo$ethnicity6 -0.04059714 -0.039763270 -0.040424949 -0.03890280 -0.03981857
## demo$ethnicity7  0.12749248  0.109750274  0.111806850  0.12393050  0.14707198
## demo$ethnicity8  0.11328966  0.096353748  0.098533040  0.10994892  0.13168167
## demo$ethnicity9  0.06154605  0.061596812  0.055769925  0.06589031  0.08085858
##                           46          47           48          49           50
## (Intercept)      0.205821811  0.40159575  0.304147278  0.18873261  0.182465893
## demo$ethnicity1  0.171670364 -0.08351121  0.044312105  0.19526365  0.206863263
## demo$ethnicity2  0.034761623 -0.01215854  0.043937641  0.02058653  0.002107816
## demo$ethnicity3  0.012488048  0.13618203  0.119721034 -0.03154198 -0.084053194
## demo$ethnicity4 -0.052728413  0.05149336  0.019421807 -0.06739865 -0.087486336
## demo$ethnicity5 -0.050680473  0.07558880  0.048202472 -0.08200261 -0.106133339
## demo$ethnicity6 -0.035943457  0.01573729 -0.001490966 -0.04356893 -0.039150633
## demo$ethnicity7 -0.061491914 -0.09789205 -0.219179958  0.01700901  0.079756330
## demo$ethnicity8  0.002239374 -0.10178602 -0.045630438  0.02409193  0.068267988
## demo$ethnicity9  0.022953826 -0.03455932 -0.037943375  0.03655310  0.044968533
##                          51          52           53          54           55
## (Intercept)      0.49803529  0.23541386  0.182786348  0.49803529  0.180789841
## demo$ethnicity1 -0.24754219  0.14444991  0.198161484 -0.24754219  0.203018941
## demo$ethnicity2  0.02630753  0.03431428  0.001397627  0.02630753  0.003001387
## demo$ethnicity3  0.16542625  0.04606762 -0.063045248  0.16542625 -0.068249649
## demo$ethnicity4  0.09240169 -0.04492067 -0.080741794  0.09240169 -0.083893736
## demo$ethnicity5  0.11445715 -0.02164739 -0.094857682  0.11445715 -0.098750461
## demo$ethnicity6  0.04296026 -0.03114717 -0.039562939  0.04296026 -0.040467634
## demo$ethnicity7 -0.09125563 -0.10208052  0.059222784 -0.09125563  0.068078937
## demo$ethnicity8 -0.11634948 -0.01468649  0.061759087 -0.11634948  0.059733366
## demo$ethnicity9 -0.06721784  0.01012570  0.039631438 -0.06721784  0.041017125
##                           56          57          58           59           60
## (Intercept)      0.182786348  0.18318776  0.19789109  0.185268858  0.214428160
## demo$ethnicity1  0.198161484  0.21140800  0.21872705  0.211870290  0.166705960
## demo$ethnicity2  0.001397627 -0.01008702 -0.02860909 -0.002012428  0.012237677
## demo$ethnicity3 -0.063045248 -0.09854826 -0.17422245 -0.107387238 -0.004637951
## demo$ethnicity4 -0.080741794 -0.08763099 -0.09205472 -0.093679139 -0.048051363
## demo$ethnicity5 -0.094857682 -0.10485130 -0.11585664 -0.112216000 -0.051988850
## demo$ethnicity6 -0.039562939 -0.04038689 -0.03957394 -0.041314183 -0.026103952
## demo$ethnicity7  0.059222784  0.09192141  0.13275407  0.096116424 -0.061366936
## demo$ethnicity8  0.061759087  0.07984419  0.11833701  0.083758383  0.018670549
## demo$ethnicity9  0.039631438  0.04656929  0.06674589  0.050500218  0.041128727
##                          61          62          63           64            65
## (Intercept)      0.19994956  0.19522559  0.18318776  0.192352914  0.1990666461
## demo$ethnicity1  0.21873492  0.21023077  0.21140800  0.186840362  0.1849296206
## demo$ethnicity2 -0.02814076 -0.01956136 -0.01008702  0.020569408  0.0005248752
## demo$ethnicity3 -0.18230250 -0.12069143 -0.09854826 -0.023433995 -0.0418760106
## demo$ethnicity4 -0.09303882 -0.09094985 -0.08763099 -0.062244750 -0.0679316074
## demo$ethnicity5 -0.11810670 -0.10640861 -0.10485130 -0.076129273 -0.0787271384
## demo$ethnicity6 -0.03852229 -0.04308763 -0.04038689 -0.041379542 -0.0394879159
## demo$ethnicity7  0.13605044  0.08925717  0.09192141  0.001821843  0.0066749807
## demo$ethnicity8  0.12142592  0.10180947  0.07984419  0.026350934  0.0554231553
## demo$ethnicity9  0.06998774  0.06352742  0.04656929  0.033720587  0.0515997774
##                           66          67          68           69           70
## (Intercept)      0.291970607  0.20735453  0.20547317  0.183830336  0.195789218
## demo$ethnicity1  0.061525097  0.21823563  0.21218353  0.206838589  0.189505715
## demo$ethnicity2  0.035627984 -0.03425850 -0.03640650  0.002121208  0.026661956
## demo$ethnicity3  0.108839109 -0.20447268 -0.18482420 -0.088893627 -0.018918470
## demo$ethnicity4  0.008218531 -0.09345786 -0.08699382 -0.087811262 -0.067772456
## demo$ethnicity5  0.035957612 -0.12199485 -0.11038842 -0.107185161 -0.074088100
## demo$ethnicity6 -0.008060051 -0.03966433 -0.04053712 -0.038508419 -0.043860140
## demo$ethnicity7 -0.196429206  0.14673108  0.12786016  0.081656390 -0.009514708
## demo$ethnicity8 -0.042390476  0.13143113  0.12503066  0.070017338  0.026896915
## demo$ethnicity9 -0.025461990  0.08053093  0.07453262  0.046689640  0.030787352
##                          71          72          73           74          75
## (Intercept)      0.19706723  0.18318776  0.20282230  0.204525292  0.20951716
## demo$ethnicity1  0.19599014  0.21140800  0.21788602  0.178390691  0.21702005
## demo$ethnicity2  0.01727300 -0.01008702 -0.03440813  0.021874583 -0.03377994
## demo$ethnicity3 -0.05608363 -0.09854826 -0.19112640  0.001049621 -0.20377004
## demo$ethnicity4 -0.06614247 -0.08763099 -0.09047290 -0.060807613 -0.09346523
## demo$ethnicity5 -0.09520637 -0.10485130 -0.11584165 -0.059729531 -0.12262735
## demo$ethnicity6 -0.03284599 -0.04038689 -0.04132952 -0.045750034 -0.03981857
## demo$ethnicity7  0.03083974  0.09192141  0.13844754 -0.047164886  0.14707198
## demo$ethnicity8  0.03386569  0.07984419  0.12362215  0.026498802  0.13168167
## demo$ethnicity9  0.04078723  0.04656929  0.07548448  0.037165324  0.08085858
##                          76          77          78           79          80
## (Intercept)      0.19872351  0.20341607  0.49073405  0.206834724  0.20286320
## demo$ethnicity1  0.21362919  0.21927487 -0.23523568  0.181732696  0.21884151
## demo$ethnicity2 -0.02859215 -0.03544193  0.02385514 -0.006819031 -0.03466857
## demo$ethnicity3 -0.16279537 -0.19760212  0.16476834 -0.041851559 -0.19411685
## demo$ethnicity4 -0.08860221 -0.09205308  0.09054170 -0.052530796 -0.09100785
## demo$ethnicity5 -0.10893867 -0.11870544  0.11292043 -0.072097074 -0.11702054
## demo$ethnicity6 -0.03998717 -0.04041273  0.04056019 -0.039759781 -0.04117791
## demo$ethnicity7  0.12094862  0.14304062 -0.09577607 -0.008767091  0.14101032
## demo$ethnicity8  0.11407497  0.12802077 -0.12042946  0.051912736  0.12608691
## demo$ethnicity9  0.06475702  0.07688958 -0.06018506  0.054091175  0.07487885
##                          81           82          83           84           85
## (Intercept)      0.20422842  0.188698651  0.35387480  0.181716310  0.180789841
## demo$ethnicity1  0.21647991  0.204603320 -0.01452312  0.200670640  0.203018941
## demo$ethnicity2 -0.02700792  0.003116751  0.01255547  0.002272586  0.003001387
## demo$ethnicity3 -0.18083661 -0.088069720  0.10604082 -0.065587278 -0.068249649
## demo$ethnicity4 -0.09351506 -0.088418582  0.04863280 -0.082688627 -0.083893736
## demo$ethnicity5 -0.11992023 -0.109302823  0.04328380 -0.096742381 -0.098750461
## demo$ethnicity6 -0.03899177 -0.039042878  0.01633633 -0.039948129 -0.040467634
## demo$ethnicity7  0.13704142  0.083231173 -0.15659588  0.063738236  0.068078937
## demo$ethnicity8  0.12221604  0.071297715 -0.06235291  0.060811528  0.059733366
## demo$ethnicity9  0.07093118  0.047916526 -0.02555236  0.040397413  0.041017125
##                           86           87          88          89           90
## (Intercept)      0.189918719  0.198464379  0.47643582  0.19171100  0.183749016
## demo$ethnicity1  0.213332078  0.179250328 -0.21151188  0.21272163  0.208244094
## demo$ethnicity2 -0.009352661  0.018596769  0.01907055 -0.01860777 -0.001193753
## demo$ethnicity3 -0.128569026 -0.033481214  0.16337461 -0.13360702 -0.092266366
## demo$ethnicity4 -0.092277205 -0.057207156  0.08684135 -0.09011490 -0.090283832
## demo$ethnicity5 -0.116194967 -0.080631416  0.10983518 -0.10757634 -0.105117094
## demo$ethnicity6 -0.043121603 -0.033888721  0.03585072 -0.03766854 -0.042660752
## demo$ethnicity7  0.106691450  0.009265089 -0.10453499  0.10786706  0.084973451
## demo$ethnicity8  0.093669002  0.038164658 -0.12827348  0.09471793  0.075646062
## demo$ethnicity9  0.058856883  0.027350797 -0.04654898  0.05992364  0.046729713
##                          91           92           93           94          95
## (Intercept)      0.19046282  0.183467313  0.186637252  0.210300830  0.20852218
## demo$ethnicity1  0.21856917  0.211128453  0.210501896  0.175166230  0.20704644
## demo$ethnicity2 -0.01970821 -0.001341304 -0.003380822  0.029585948 -0.03439638
## demo$ethnicity3 -0.14514559 -0.098827814 -0.108755632  0.012314011 -0.18181595
## demo$ethnicity4 -0.08996803 -0.091729146 -0.087501243 -0.054125257 -0.08436546
## demo$ethnicity5 -0.11720654 -0.108846938 -0.113547966 -0.049918318 -0.10794944
## demo$ethnicity6 -0.04198593 -0.042585857 -0.038672192 -0.040306804 -0.03847968
## demo$ethnicity7  0.12074050  0.091641858  0.094748030 -0.070404457  0.11941304
## demo$ethnicity8  0.10710433  0.079564635  0.082389989  0.005616795  0.12636091
## demo$ethnicity9  0.05498188  0.046289736  0.049131824  0.032473319  0.07262000
##                          96           97            98           99         100
## (Intercept)      0.20537496  0.195278210  3.145013e-01  0.196039561  0.18392087
## demo$ethnicity1  0.21925855  0.212622724  3.114411e-02  0.189255372  0.21195388
## demo$ethnicity2 -0.03493756 -0.006510316  4.797286e-02  0.016490978 -0.01100522
## demo$ethnicity3 -0.20537496 -0.134672149  1.211834e-01 -0.019168813 -0.10267087
## demo$ethnicity4 -0.09300735 -0.092392316  2.182291e-02 -0.063393170 -0.08880016
## demo$ethnicity5 -0.12088003 -0.122426871  5.040335e-02 -0.074481129 -0.10675281
## demo$ethnicity6 -0.03936794 -0.040912023  4.117319e-05 -0.046293653 -0.03958342
## demo$ethnicity7  0.14618754  0.113055123 -2.151635e-01 -0.009765051  0.09434000
## demo$ethnicity8  0.13097944  0.099537821 -3.912357e-02  0.026646572  0.08212126
## demo$ethnicity9  0.08000219  0.056863880 -4.858046e-02  0.043557842  0.04885438
##                         101         102          103          104         105
## (Intercept)      0.19771077  0.20286320  0.254696023  0.187287905  0.20951716
## demo$ethnicity1  0.21679723  0.21884151  0.109283605  0.193735444  0.21702005
## demo$ethnicity2 -0.01903740 -0.03466857  0.043597923  0.009501599 -0.03377994
## demo$ethnicity3 -0.15604410 -0.19411685  0.086389248 -0.045373713 -0.20377004
## demo$ethnicity4 -0.09259418 -0.09100785 -0.019403672 -0.077630596 -0.09346523
## demo$ethnicity5 -0.12311301 -0.11702054  0.010450807 -0.083101909 -0.12262735
## demo$ethnicity6 -0.04059714 -0.04117791 -0.014566133 -0.041795824 -0.03981857
## demo$ethnicity7  0.12749248  0.14101032 -0.183267452  0.033369372  0.14707198
## demo$ethnicity8  0.11328966  0.12608691 -0.028934626  0.050240570  0.13168167
## demo$ethnicity9  0.06154605  0.07487885 -0.008050796  0.036891633  0.08085858
##                          106         107         108          109          110
## (Intercept)      0.289652948  0.18463846  0.21197789  0.185852209  0.213920690
## demo$ethnicity1  0.066902076  0.20377459  0.16466247  0.192164298  0.174286880
## demo$ethnicity2  0.033580851  0.01101612  0.01093900  0.004090167  0.009369274
## demo$ethnicity3  0.105508342 -0.06126184 -0.01058900 -0.058816378 -0.024917254
## demo$ethnicity4  0.005869373 -0.07363130 -0.05635018 -0.077711208 -0.070302590
## demo$ethnicity5  0.033472116 -0.10069440 -0.05533693 -0.091952656 -0.060164910
## demo$ethnicity6 -0.009747654 -0.04065983 -0.03676264 -0.037234155 -0.044050597
## demo$ethnicity7 -0.188387126  0.05389365 -0.05036173  0.049170833  0.009959907
## demo$ethnicity8 -0.042285803  0.04352907  0.04869600  0.062767742  0.040239547
## demo$ethnicity9 -0.023118162  0.04160526  0.04286898  0.037165203  0.023064016
##                          111         112          113         114          115
## (Intercept)      0.218858257  0.20735453  0.180565118  0.18318776  0.252559423
## demo$ethnicity1  0.166608802  0.21823563  0.206036666  0.21140800  0.124376249
## demo$ethnicity2  0.021028520 -0.03425850  0.002823332 -0.01008702  0.032672851
## demo$ethnicity3  0.003756584 -0.20447268 -0.075133808 -0.09854826  0.058046637
## demo$ethnicity4 -0.067534698 -0.09345786 -0.085433785 -0.08763099 -0.015196007
## demo$ethnicity5 -0.053402180 -0.12199485 -0.102628635 -0.10485130 -0.008270659
## demo$ethnicity6 -0.046325875 -0.03966433 -0.040421169 -0.04038689 -0.021890934
## demo$ethnicity7 -0.027148413  0.14673108  0.075040263  0.09192141 -0.149111148
## demo$ethnicity8  0.026414585  0.13143113  0.063860532  0.07984419 -0.019166345
## demo$ethnicity9  0.023915891  0.08053093  0.040620658  0.04656929  0.009178496
##                         116         117          118          119          120
## (Intercept)      0.20547317  0.19284199  0.206631213  0.192326971  0.286648891
## demo$ethnicity1  0.21218353  0.21505894  0.200706981  0.190089374  0.089713254
## demo$ethnicity2 -0.03640650 -0.02188252  0.004068198  0.007478307  0.031791227
## demo$ethnicity3 -0.18482420 -0.14435714 -0.087660152 -0.031253145  0.070213854
## demo$ethnicity4 -0.08699382 -0.09188982 -0.073090894 -0.064142230 -0.008869442
## demo$ethnicity5 -0.11038842 -0.10792975 -0.093325857 -0.082455007  0.011532866
## demo$ethnicity6 -0.04053712 -0.04089917 -0.042039895 -0.043223026 -0.012627281
## demo$ethnicity7  0.12786016  0.11549134  0.042237565  0.009596106 -0.147254952
## demo$ethnicity8  0.12503066  0.10197404  0.070083639  0.036751057 -0.030905957
## demo$ethnicity9  0.07453262  0.06098360  0.047112366  0.045980662 -0.011744712
##                          121          122         123          124         125
## (Intercept)      0.180565118  0.183830336  0.20735453  0.195974008  0.21097256
## demo$ethnicity1  0.206036666  0.206838589  0.21823563  0.194143800  0.17077014
## demo$ethnicity2  0.002823332  0.002121208 -0.03425850  0.027305228  0.03997142
## demo$ethnicity3 -0.075133808 -0.088893627 -0.20447268 -0.030990843  0.02034417
## demo$ethnicity4 -0.085433785 -0.087811262 -0.09345786 -0.064249213 -0.03734579
## demo$ethnicity5 -0.102628635 -0.107185161 -0.12199485 -0.077772900 -0.04544180
## demo$ethnicity6 -0.040421169 -0.038508419 -0.03966433 -0.037728121 -0.02245401
## demo$ethnicity7  0.075040263  0.081656390  0.14673108  0.002093625 -0.08008251
## demo$ethnicity8  0.063860532  0.070017338  0.13143113  0.009698396 -0.03086905
## demo$ethnicity9  0.040620658  0.046689640  0.08053093  0.037175147  0.01834106
##                         126         127         128         129         130
## (Intercept)      0.20337138  0.19537461  0.20194902  0.20735453  0.20322659
## demo$ethnicity1  0.21633026  0.19949620  0.17724426  0.21823563  0.21748174
## demo$ethnicity2 -0.03473866 -0.01170617  0.01097330 -0.03425850 -0.02600609
## demo$ethnicity3 -0.18870862 -0.10389196 -0.03303010 -0.20447268 -0.17983478
## demo$ethnicity4 -0.08972399 -0.08150288 -0.08122149 -0.09345786 -0.09251323
## demo$ethnicity5 -0.11370619 -0.09750489 -0.07194683 -0.12199485 -0.12578786
## demo$ethnicity6 -0.04128318 -0.03727631 -0.04136567 -0.03966433 -0.04170653
## demo$ethnicity7  0.13527404  0.07334786  0.04076943  0.14673108  0.13804325
## demo$ethnicity8  0.12280817  0.09465363  0.04451818  0.13143113  0.12321787
## demo$ethnicity9  0.07550096  0.04566750  0.02412448  0.08053093  0.07193301
##                          131           132         133         134         135
## (Intercept)      0.220273830  0.1985798072  0.21726007  0.18785323  0.18630037
## demo$ethnicity1  0.163344961  0.1869758330  0.19943979  0.21657940  0.21208885
## demo$ethnicity2  0.019913552  0.0007947261 -0.03105042 -0.01475000 -0.01063614
## demo$ethnicity3  0.006676525 -0.0452464738 -0.17822103 -0.12974925 -0.11176621
## demo$ethnicity4 -0.073423323 -0.0689497749 -0.07880866 -0.09365272 -0.08991168
## demo$ethnicity5 -0.043668712 -0.0814154264 -0.10228018 -0.11438148 -0.10925937
## demo$ethnicity6 -0.040452301 -0.0395964149 -0.03480069 -0.04150553 -0.03849577
## demo$ethnicity7 -0.032773830  0.0109440023  0.10784281  0.11172483  0.09818238
## demo$ethnicity8  0.021255656  0.0566387555  0.12655049  0.09857571  0.08568722
## demo$ethnicity9  0.022756459  0.0516875846  0.06616264  0.05576859  0.05243848
##                         136         137          138          139         140
## (Intercept)      0.20951716  0.20171936  0.187046085  0.205529473  0.20099113
## demo$ethnicity1  0.21702005  0.21278864  0.206854969  0.175604647  0.21871051
## demo$ethnicity2 -0.03377994 -0.01454259 -0.003657635  0.021136365 -0.02646736
## demo$ethnicity3 -0.20377004 -0.16005269 -0.081614775  0.004260737 -0.18046327
## demo$ethnicity4 -0.09346523 -0.09303007 -0.084157714 -0.059347896 -0.09249745
## demo$ethnicity5 -0.12262735 -0.12027332 -0.093153378 -0.057310901 -0.12514509
## demo$ethnicity6 -0.03981857 -0.03894981 -0.042758915 -0.045162281 -0.04155277
## demo$ethnicity7  0.14707198  0.12348389  0.068559296 -0.052468248  0.13765429
## demo$ethnicity8  0.13168167  0.10928107  0.069863960  0.027569237  0.12292853
## demo$ethnicity9  0.08085858  0.06532562  0.043068263  0.036440458  0.07156696
##                         141          142         143         144          145
## (Intercept)      0.20052308  0.212698500  0.20537496  0.18882919  0.187732690
## demo$ethnicity1  0.19523956  0.165206146  0.21925855  0.19065960  0.190289101
## demo$ethnicity2 -0.01633911  0.028364471 -0.03493756  0.01094144  0.005128252
## demo$ethnicity3 -0.08078198  0.027444869 -0.20537496 -0.04313383 -0.057013736
## demo$ethnicity4 -0.06558264 -0.048067106 -0.09300735 -0.07604960 -0.076511680
## demo$ethnicity5 -0.08893503 -0.039981921 -0.12088003 -0.08154932 -0.089924102
## demo$ethnicity6 -0.04454291 -0.039126256 -0.03936794 -0.04059534 -0.035821868
## demo$ethnicity7  0.04148605 -0.091005379  0.14618754  0.02815194  0.043748791
## demo$ethnicity8  0.07035783  0.002297262  0.13097944  0.05072956  0.062944389
## demo$ethnicity9  0.06059134  0.031061320  0.08000219  0.03563245  0.035580066
##                         146         147          148         149          150
## (Intercept)      0.19729560  0.20286320  0.271318321  0.45022915  0.192789365
## demo$ethnicity1  0.21827303  0.21884151  0.090229009 -0.16476491  0.185145178
## demo$ethnicity2 -0.02779943 -0.03466857  0.041711975  0.02620330  0.009990107
## demo$ethnicity3 -0.17058937 -0.19411685  0.085544424  0.15162270 -0.043287704
## demo$ethnicity4 -0.09098395 -0.09100785  0.005307249  0.06985106 -0.076865451
## demo$ethnicity5 -0.11412213 -0.11702054  0.015959629  0.09421449 -0.082259223
## demo$ethnicity6 -0.04034657 -0.04117791 -0.011242890  0.03024004 -0.037257787
## demo$ethnicity7  0.13063963  0.14101032 -0.204651654 -0.13276883  0.020480777
## demo$ethnicity8  0.11632882  0.12608691 -0.021635993 -0.10589083  0.062937107
## demo$ethnicity9  0.06466139  0.07487885 -0.008353287 -0.03257540  0.031950767
##                          151         152          153          154         155
## (Intercept)      0.218858257  0.20951716  0.180349869  0.190145564  0.19110782
## demo$ethnicity1  0.166608802  0.21702005  0.204863760  0.206993584  0.21904302
## demo$ethnicity2  0.021028520 -0.03377994  0.003241184 -0.008456532 -0.02055956
## demo$ethnicity3  0.003756584 -0.20377004 -0.071375510 -0.112263944 -0.14893914
## demo$ethnicity4 -0.067534698 -0.09346523 -0.084786401 -0.085310228 -0.09106911
## demo$ethnicity5 -0.053402180 -0.12262735 -0.101225056 -0.109173074 -0.11897433
## demo$ethnicity6 -0.046325875 -0.03981857 -0.040554036 -0.041573792 -0.04119779
## demo$ethnicity7 -0.027148413  0.14707198  0.071902383  0.091239718  0.12294177
## demo$ethnicity8  0.026414585  0.13168167  0.060880624  0.091362737  0.10918861
## demo$ethnicity9  0.023915891  0.08085858  0.041147749  0.049299983  0.05714162
##                         156         157         158         159         160
## (Intercept)      0.20951716  0.20951716  0.20951716  0.19034914  0.19793845
## demo$ethnicity1  0.21702005  0.21702005  0.21702005  0.21755179  0.18403030
## demo$ethnicity2 -0.03377994 -0.03377994 -0.03377994 -0.01938967  0.02507523
## demo$ethnicity3 -0.20377004 -0.20377004 -0.20377004 -0.14186429 -0.01300694
## demo$ethnicity4 -0.09346523 -0.09346523 -0.09346523 -0.08939697 -0.05183275
## demo$ethnicity5 -0.12262735 -0.12262735 -0.12262735 -0.11596409 -0.06985330
## demo$ethnicity6 -0.03981857 -0.03981857 -0.03981857 -0.04213531 -0.02899136
## demo$ethnicity7  0.14707198  0.14707198  0.14707198  0.11798419 -0.01972063
## demo$ethnicity8  0.13168167  0.13168167  0.13168167  0.10446689 -0.00239032
## demo$ethnicity9  0.08085858  0.08085858  0.08085858  0.05553994  0.02912200
##                         161         162         163         164         165
## (Intercept)      0.18933255  0.19046282  0.20135762  0.18440289  0.20951716
## demo$ethnicity1  0.20320709  0.21856917  0.21732686  0.20626604  0.21702005
## demo$ethnicity2 -0.01500075 -0.01970821 -0.02954882 -0.01076014 -0.03377994
## demo$ethnicity3 -0.08035819 -0.14514559 -0.18371057 -0.08946618 -0.20377004
## demo$ethnicity4 -0.08167823 -0.08996803 -0.09444688 -0.08499405 -0.09346523
## demo$ethnicity5 -0.09419381 -0.11720654 -0.11622209 -0.09914880 -0.12262735
## demo$ethnicity6 -0.04307344 -0.04198593 -0.04005618 -0.03994631 -0.03981857
## demo$ethnicity7  0.06291970  0.12074050  0.13464238  0.08108384  0.14707198
## demo$ethnicity8  0.07792455  0.10710433  0.12001786  0.07703910  0.13168167
## demo$ethnicity9  0.05303041  0.05498188  0.07627198  0.04643405  0.08085858
##                         166         167          168         169         170
## (Intercept)      0.18919419  0.19207912  0.181343649  0.20735453  0.19687657
## demo$ethnicity1  0.21523843  0.21917857  0.206629883  0.21823563  0.21974157
## demo$ethnicity2 -0.01609097 -0.02022805  0.001839846 -0.03425850 -0.02759458
## demo$ethnicity3 -0.13109022 -0.15304008 -0.079432821 -0.20447268 -0.17320793
## demo$ethnicity4 -0.08759809 -0.09182379 -0.086643617 -0.09345786 -0.09104020
## demo$ethnicity5 -0.11568742 -0.12035248 -0.104589002 -0.12199485 -0.12179759
## demo$ethnicity6 -0.03891653 -0.04074684 -0.039607448 -0.03966433 -0.04232365
## demo$ethnicity7  0.11038386  0.12479331  0.077584922  0.14673108  0.13376859
## demo$ethnicity8  0.09723474  0.11092503  0.066249676  0.13143113  0.11935153
## demo$ethnicity9  0.05442762  0.05895365  0.042979488  0.08053093  0.06776041
##                         171         172          173           174         175
## (Intercept)      0.20435728  0.20750226  0.188534074  0.1832876370  0.20477891
## demo$ethnicity1  0.21432720  0.20177324  0.198067710  0.2100143343  0.19803400
## demo$ethnicity2 -0.03550706 -0.02936576 -0.009162383 -0.0009460031 -0.01525833
## demo$ethnicity3 -0.18671022 -0.15901742 -0.083102764 -0.0952373226 -0.12689729
## demo$ethnicity4 -0.08868987 -0.07857419 -0.080174352 -0.0911255793 -0.07709422
## demo$ethnicity5 -0.11199079 -0.10233185 -0.094519351 -0.1075049545 -0.10169074
## demo$ethnicity6 -0.04084950 -0.03530103 -0.037307695 -0.0427305943 -0.03527348
## demo$ethnicity7  0.13164272  0.10083107  0.067071307  0.0886421875  0.08526438
## demo$ethnicity8  0.12397759  0.11397689  0.079128659  0.0767087288  0.10689985
## demo$ethnicity9  0.07508139  0.06594815  0.043365988  0.0468311013  0.04508331
##                         176          177          178          179         180
## (Intercept)      0.20697723  0.422521176  0.217604083  0.187568887  0.19046282
## demo$ethnicity1  0.20964091 -0.126519836  0.158470249  0.193454461  0.21856917
## demo$ethnicity2 -0.03539109  0.001827829  0.027616318  0.009220617 -0.01970821
## demo$ethnicity3 -0.18330859  0.157387499 -0.003568996 -0.045654695 -0.14514559
## demo$ethnicity4 -0.08566816  0.072803161 -0.058562169 -0.073449285 -0.08996803
## demo$ethnicity5 -0.10915711  0.097884662 -0.056979923 -0.083382892 -0.11720654
## demo$ethnicity6 -0.03949587  0.028860846 -0.036735160 -0.035095510 -0.04198593
## demo$ethnicity7  0.12366793 -0.135699471 -0.007347673  0.033088390  0.12074050
## demo$ethnicity8  0.12570930 -0.108996864  0.020612702  0.036989419  0.10710433
## demo$ethnicity9  0.07359641 -0.054565971  0.010978474  0.036610651  0.05498188
##                          181          182         183          184         185
## (Intercept)      0.186165849  0.209601279  0.20199610  0.204420103  0.20542606
## demo$ethnicity1  0.205827261  0.183536791  0.21770554  0.172384030  0.21476678
## demo$ethnicity2  0.002728607  0.002929261 -0.02747233  0.025364258 -0.02097570
## demo$ethnicity3 -0.088374050 -0.032730531 -0.18146824 -0.007188269 -0.16662009
## demo$ethnicity4 -0.088357649 -0.053792499 -0.09350242 -0.052823976 -0.09180935
## demo$ethnicity5 -0.108510551 -0.066082862 -0.11925930 -0.066066450 -0.11081122
## demo$ethnicity6 -0.038853426 -0.043205062 -0.03882935 -0.030589520 -0.04093992
## demo$ethnicity7  0.082556618 -0.023326769  0.13664932 -0.038590957  0.11702292
## demo$ethnicity8  0.070769205  0.041081755  0.12192356  0.025470120  0.11446385
## demo$ethnicity9  0.047414270  0.052595502  0.07056199  0.023327214  0.06720080
##                         186         187         188         189         190
## (Intercept)      0.20138712  0.18499169  0.20104262  0.20735453  0.20951716
## demo$ethnicity1  0.17888394  0.21214746  0.18451483  0.21823563  0.21702005
## demo$ethnicity2  0.01186268 -0.01069583 -0.01180586 -0.03425850 -0.03377994
## demo$ethnicity3 -0.01238369 -0.10711007 -0.06288472 -0.20447268 -0.20377004
## demo$ethnicity4 -0.05190014 -0.08960944 -0.06908619 -0.09345786 -0.09346523
## demo$ethnicity5 -0.06985637 -0.10824743 -0.07883990 -0.12199485 -0.12262735
## demo$ethnicity6 -0.03563662 -0.03913003 -0.03581546 -0.03966433 -0.03981857
## demo$ethnicity7 -0.02725777  0.09639359  0.02325645  0.14673108  0.14707198
## demo$ethnicity8  0.02441841  0.08403555  0.08065589  0.13143113  0.13168167
## demo$ethnicity9  0.03913517  0.05077739  0.04445265  0.08053093  0.08085858
##                          191         192         193         194         195
## (Intercept)      0.237044730  0.20286320  0.20951716  0.20199610  0.19427107
## demo$ethnicity1  0.138438916  0.21884151  0.21702005  0.21770554  0.21476092
## demo$ethnicity2  0.033371632 -0.03466857 -0.03377994 -0.02747233 -0.02351647
## demo$ethnicity3  0.054000046 -0.19411685 -0.20377004 -0.18146824 -0.14895385
## demo$ethnicity4 -0.041882196 -0.09100785 -0.09346523 -0.09350242 -0.08647786
## demo$ethnicity5 -0.015379887 -0.11702054 -0.12262735 -0.11925930 -0.11048663
## demo$ethnicity6 -0.030178582 -0.04117791 -0.03981857 -0.03882935 -0.03819885
## demo$ethnicity7 -0.113449225  0.14101032  0.14707198  0.13664932  0.11693225
## demo$ethnicity8 -0.015427382  0.12608691  0.13168167  0.12192356  0.10329608
## demo$ethnicity9  0.008792436  0.07487885  0.08085858  0.07056199  0.05908501
##                         196         197           198         199         200
## (Intercept)      0.19880747  0.18910853  0.2062395199  0.20282230  0.20951716
## demo$ethnicity1  0.21884923  0.21649293  0.1792952082  0.21788602  0.21702005
## demo$ethnicity2 -0.02825712 -0.01467643 -0.0070851953 -0.03440813 -0.03377994
## demo$ethnicity3 -0.17815850 -0.13423048 -0.0490488845 -0.19112640 -0.20377004
## demo$ethnicity4 -0.09278546 -0.09392731 -0.0702159679 -0.09047290 -0.09346523
## demo$ethnicity5 -0.11720941 -0.11534281 -0.0707684826 -0.11584165 -0.12262735
## demo$ethnicity6 -0.03913238 -0.04087145 -0.0371314863 -0.04132952 -0.03981857
## demo$ethnicity7  0.13452586  0.11341248 -0.0004978931  0.13844754  0.14707198
## demo$ethnicity8  0.12000424  0.10013867  0.0811545752  0.12362215  0.13168167
## demo$ethnicity9  0.06848953  0.05737556  0.0411350445  0.07548448  0.08085858
##                          201         202          203         204         205
## (Intercept)      0.180565118  0.19368363  0.182465893  0.19602443  0.20031405
## demo$ethnicity1  0.206036666  0.21421730  0.206863263  0.21632828  0.19404696
## demo$ethnicity2  0.002823332 -0.01359629  0.002107816 -0.02288102 -0.01326388
## demo$ethnicity3 -0.075133808 -0.13307757 -0.084053194 -0.16009628 -0.07693743
## demo$ethnicity4 -0.085433785 -0.09444073 -0.087486336 -0.08760881 -0.07903632
## demo$ethnicity5 -0.102628635 -0.11728242 -0.106133339 -0.12062529 -0.08077037
## demo$ethnicity6 -0.040421169 -0.04135539 -0.039150633 -0.03915857 -0.04561569
## demo$ethnicity7  0.075040263  0.11464970  0.079756330  0.12364771  0.03821806
## demo$ethnicity8  0.063860532  0.10113240  0.068267988  0.10966612  0.08542476
## demo$ethnicity9  0.040620658  0.05845846  0.044968533  0.06560751  0.05272274
##                         206           207         208         209          210
## (Intercept)      0.49803529  0.1918068573  0.19848604  0.18817704  0.190909350
## demo$ethnicity1 -0.24754219  0.2073804971  0.21386667  0.21507375  0.194646290
## demo$ethnicity2  0.02630753 -0.0001606847 -0.02534263 -0.01641380  0.008465183
## demo$ethnicity3  0.16542625 -0.1003242075 -0.16255789 -0.12682735 -0.037576017
## demo$ethnicity4  0.09240169 -0.0868862852 -0.09007042 -0.08680664 -0.066520408
## demo$ethnicity5  0.11445715 -0.1011490844 -0.11269106 -0.11425718 -0.087299045
## demo$ethnicity6  0.04296026 -0.0444991844 -0.03793788 -0.03936542 -0.043863212
## demo$ethnicity7 -0.09125563  0.0769156096  0.12118609  0.10843313  0.018614460
## demo$ethnicity8 -0.11634948  0.0798883441  0.10720450  0.09541068  0.037001456
## demo$ethnicity9 -0.06721784  0.0474746888  0.07098289  0.05255997  0.046731779
##                         211         212         213          214          215
## (Intercept)      0.19191027  0.18599368  0.19985823  0.195278210  0.211651855
## demo$ethnicity1  0.21712172  0.21485362  0.19025603  0.212622724  0.171264128
## demo$ethnicity2 -0.02115566 -0.01383874  0.01008666 -0.006510316  0.014748020
## demo$ethnicity3 -0.14659304 -0.11809245 -0.05794404 -0.134672149 -0.006076942
## demo$ethnicity4 -0.09141548 -0.09117355 -0.08990038 -0.092392316 -0.042848147
## demo$ethnicity5 -0.11527123 -0.10981722 -0.08597583 -0.122426871 -0.061873533
## demo$ethnicity6 -0.04356677 -0.04291323 -0.04217035 -0.040912023 -0.032522204
## demo$ethnicity7  0.11929305  0.10460461  0.06774741  0.113055123 -0.054291449
## demo$ethnicity8  0.10565688  0.09184163  0.05126168  0.099537821  0.019372239
## demo$ethnicity9  0.06144582  0.05224136  0.03149724  0.056863880  0.043552275
##                          216         217          218         219         220
## (Intercept)      0.217999533  0.20282230  0.183467313  0.20341607  0.19686169
## demo$ethnicity1  0.159344482  0.21788602  0.211128453  0.21927487  0.21566018
## demo$ethnicity2  0.009899895 -0.03440813 -0.001341304 -0.03544193 -0.01368834
## demo$ethnicity3 -0.037112161 -0.19112640 -0.098827814 -0.19760212 -0.14198364
## demo$ethnicity4 -0.063862085 -0.09047290 -0.091729146 -0.09205308 -0.09064238
## demo$ethnicity5 -0.074328161 -0.11584165 -0.108846938 -0.11870544 -0.11153040
## demo$ethnicity6 -0.032697534 -0.04132952 -0.042585857 -0.04041273 -0.04263751
## demo$ethnicity7  0.013527560  0.13844754  0.091641858  0.14304062  0.10565932
## demo$ethnicity8  0.071721564  0.12362215  0.079564635  0.12802077  0.10420584
## demo$ethnicity9  0.021910466  0.07548448  0.046289736  0.07688958  0.05809697
##                         221         222         223          224         225
## (Intercept)      0.20184817  0.20951716  0.20951716  0.226675518  0.22049809
## demo$ethnicity1  0.19432670  0.21702005  0.21702005  0.158619415  0.15275879
## demo$ethnicity2  0.01409842 -0.03377994 -0.03377994  0.005914202  0.03465183
## demo$ethnicity3 -0.05993398 -0.20377004 -0.20377004 -0.049804770  0.03768373
## demo$ethnicity4 -0.06258604 -0.09346523 -0.09346523 -0.073323826 -0.04011116
## demo$ethnicity5 -0.08110951 -0.12262735 -0.12262735 -0.065313151 -0.03103585
## demo$ethnicity6 -0.04058709 -0.03981857 -0.03981857 -0.034682182 -0.03327196
## demo$ethnicity7  0.01880911  0.14707198  0.14707198  0.047834286 -0.11779539
## demo$ethnicity8  0.03568031  0.13168167  0.13168167  0.070026158  0.00270176
## demo$ethnicity9  0.04084989  0.08085858  0.08085858  0.009479596  0.02413470
##                         226          227          228          229         230
## (Intercept)      0.18933255  0.192476085  0.182465893  0.186576365  0.20537496
## demo$ethnicity1  0.20320709  0.205413057  0.206863263  0.211812855  0.21925855
## demo$ethnicity2 -0.01500075 -0.006524541  0.002107816 -0.001983559 -0.03493756
## demo$ethnicity3 -0.08035819 -0.097539376 -0.084053194 -0.112042204 -0.20537496
## demo$ethnicity4 -0.08167823 -0.088780369 -0.087486336 -0.093967308 -0.09300735
## demo$ethnicity5 -0.09419381 -0.099926130 -0.106133339 -0.113214533 -0.12088003
## demo$ethnicity6 -0.04307344 -0.038765277 -0.039150633 -0.040672598 -0.03936794
## demo$ethnicity7  0.06291970  0.073010641  0.079756330  0.097906394  0.14618754
## demo$ethnicity8  0.07792455  0.086997480  0.068267988  0.085411233  0.13097944
## demo$ethnicity9  0.05303041  0.046877814  0.044968533  0.052162490  0.08000219
##                          231         232         233         234         235
## (Intercept)      0.324518125  0.19994956  0.18998639  0.19102810  0.46275080
## demo$ethnicity1  0.016495275  0.21873492  0.19693967  0.20340632 -0.18912343
## demo$ethnicity2  0.034544361 -0.02814076  0.00646228  0.01429265  0.01421539
## demo$ethnicity3  0.129263388 -0.18230250 -0.06660977 -0.06399226  0.16166235
## demo$ethnicity4  0.031417779 -0.09303882 -0.07204977 -0.07119982  0.08294653
## demo$ethnicity5  0.059667644 -0.11810670 -0.09526434 -0.09342515  0.10651580
## demo$ethnicity6  0.003807283 -0.03852229 -0.04187151 -0.03957594  0.03321361
## demo$ethnicity7 -0.202896503  0.13605044  0.04854572  0.04399495 -0.11315730
## demo$ethnicity8 -0.054662519  0.12142592  0.05658971  0.03380118 -0.13594495
## demo$ethnicity9 -0.055527814  0.06998774  0.04182357  0.04111340 -0.03367909
##                          236         237         238         239          240
## (Intercept)      0.180565118  0.18614184  0.18619956  0.21097256  0.256584632
## demo$ethnicity1  0.206036666  0.21591392  0.19633901  0.17077014  0.115597116
## demo$ethnicity2  0.002823332 -0.01418186  0.01036836  0.03997142  0.040744303
## demo$ethnicity3 -0.075133808 -0.12152646 -0.04804167  0.02034417  0.064026055
## demo$ethnicity4 -0.085433785 -0.09175727 -0.07964274 -0.03734579 -0.025735822
## demo$ethnicity5 -0.102628635 -0.11111439 -0.08508580 -0.04544180 -0.003942323
## demo$ethnicity6 -0.040421169 -0.04276425 -0.04218984 -0.02245401 -0.014790113
## demo$ethnicity7  0.075040263  0.10747518  0.03809950 -0.08008251 -0.105421841
## demo$ethnicity8  0.063860532  0.09458143  0.04931167 -0.03086905 -0.039178769
## demo$ethnicity9  0.040620658  0.05168756  0.03769437  0.01834106 -0.025738837
##                          241         242          243         244          245
## (Intercept)      0.180565118  0.20699071  0.188131129  0.20951716  0.209012287
## demo$ethnicity1  0.206036666  0.17497804  0.209008018  0.21702005  0.176454358
## demo$ethnicity2  0.002823332  0.01602297 -0.004874699 -0.03377994  0.008048861
## demo$ethnicity3 -0.075133808 -0.02205921 -0.110249509 -0.20377004 -0.044029122
## demo$ethnicity4 -0.085433785 -0.08463720 -0.088995121 -0.09346523 -0.068880314
## demo$ethnicity5 -0.102628635 -0.06474981 -0.111553034 -0.12262735 -0.065154712
## demo$ethnicity6 -0.040421169 -0.04318449 -0.040308680 -0.03981857 -0.035411111
## demo$ethnicity7  0.075040263  0.02073206  0.093254152  0.14707198 -0.001282818
## demo$ethnicity8  0.063860532  0.04502627  0.080896111  0.13168167  0.068544992
## demo$ethnicity9  0.040620658  0.02006974  0.055807881  0.08085858  0.026272586
##                          246          247          248         249          250
## (Intercept)      0.232505739  0.183006879  0.199567421  0.25067789  0.188698651
## demo$ethnicity1  0.139149527  0.210295092  0.192115333  0.12857335  0.204603320
## demo$ethnicity2  0.041353103 -0.009723216  0.025100610  0.03417805  0.003116751
## demo$ethnicity3  0.044247029 -0.094956565 -0.038493595  0.05498249 -0.088069720
## demo$ethnicity4 -0.032916320 -0.087013045 -0.071389723 -0.02059304 -0.088418582
## demo$ethnicity5 -0.023679985 -0.103495636 -0.081022700 -0.00860779 -0.109302823
## demo$ethnicity6 -0.017644951 -0.040524151 -0.041716910 -0.01765154 -0.039042878
## demo$ethnicity7 -0.094384192  0.088922945  0.002355656 -0.14210646  0.083231173
## demo$ethnicity8 -0.033264927  0.076989487  0.037231387 -0.02971483  0.071297715
## demo$ethnicity9 -0.001922479  0.047111859  0.036945841  0.01086494  0.047916526
##                           251         252         253         254         255
## (Intercept)      0.1985798072  0.19722160  0.18911137  0.19687657  0.18857582
## demo$ethnicity1  0.1869758330  0.21728640  0.19037742  0.21974157  0.19697982
## demo$ethnicity2  0.0007947261 -0.02751245  0.01065926 -0.02759458  0.02048864
## demo$ethnicity3 -0.0452464738 -0.16745970 -0.04341601 -0.17320793 -0.03524248
## demo$ethnicity4 -0.0689497749 -0.09043315 -0.07185149 -0.09104020 -0.06418688
## demo$ethnicity5 -0.0814154264 -0.11290306 -0.08183150 -0.12179759 -0.08496551
## demo$ethnicity6 -0.0395964149 -0.04049325 -0.03386844 -0.04232365 -0.03688343
## demo$ethnicity7  0.0109440023  0.12798165  0.02786976  0.13376859  0.02094799
## demo$ethnicity8  0.0566387555  0.11377883  0.03742655  0.11935153  0.01202723
## demo$ethnicity9  0.0516875846  0.06524301  0.03535027  0.06776041  0.03643905
##                         256         257         258         259           260
## (Intercept)      0.18741758  0.20341607  0.20341607  0.20428456  0.4363417540
## demo$ethnicity1  0.21097164  0.21927487  0.21927487  0.21938259 -0.1053539866
## demo$ethnicity2 -0.01487835 -0.03544193 -0.03544193 -0.03507411  0.0005772105
## demo$ethnicity3 -0.11288342 -0.19760212 -0.19760212 -0.20138601  0.1014360237
## demo$ethnicity4 -0.08924205 -0.09205308 -0.09205308 -0.09276436  0.0426498895
## demo$ethnicity5 -0.10562573 -0.11870544 -0.11870544 -0.12001628  0.0576077069
## demo$ethnicity6 -0.04237742 -0.04041273 -0.04041273 -0.03997271  0.0158506174
## demo$ethnicity7  0.09706518  0.14304062  0.14304062  0.14473504 -0.0437491615
## demo$ethnicity8  0.09199497  0.12802077  0.12802077  0.12962031 -0.1086921710
## demo$ethnicity9  0.05162559  0.07688958  0.07688958  0.07856605 -0.0046418060
##                          261          262          263          264         265
## (Intercept)      0.180565118  0.187287905  0.181716310  0.321967970  0.41883957
## demo$ethnicity1  0.206036666  0.193735444  0.200670640  0.027821875 -0.11958678
## demo$ethnicity2  0.002823332  0.009501599  0.002272586  0.055813009  0.02745091
## demo$ethnicity3 -0.075133808 -0.045373713 -0.065587278  0.096064817  0.15388771
## demo$ethnicity4 -0.085433785 -0.077630596 -0.082688627  0.008611857  0.06841649
## demo$ethnicity5 -0.102628635 -0.083101909 -0.096742381  0.030364420  0.09372164
## demo$ethnicity6 -0.040421169 -0.041795824 -0.039948129  0.005112218  0.03010489
## demo$ethnicity7  0.075040263  0.033369372  0.063738236 -0.114175762 -0.14191649
## demo$ethnicity8  0.063860532  0.050240570  0.060811528 -0.035667449 -0.06926597
## demo$ethnicity9  0.040620658  0.036891633  0.040397413 -0.094388792 -0.10829470
##                         266          267         268          269         270
## (Intercept)      0.20951716  0.191422913  0.20537496  0.225539708  0.18896679
## demo$ethnicity1  0.21702005  0.188065878  0.21925855  0.158769915  0.21308897
## demo$ethnicity2 -0.03377994 -0.001267665 -0.03493756  0.029583767 -0.01700680
## demo$ethnicity3 -0.20377004 -0.045727549 -0.20537496  0.019064609 -0.12435140
## demo$ethnicity4 -0.09346523 -0.074163032 -0.09300735 -0.032611540 -0.08713705
## demo$ethnicity5 -0.12262735 -0.084143036 -0.12088003 -0.035235477 -0.11045825
## demo$ethnicity6 -0.03981857 -0.040789703 -0.03936794 -0.025228591 -0.04177159
## demo$ethnicity7  0.14707198  0.025558219  0.14618754 -0.108518431  0.10465024
## demo$ethnicity8  0.13168167  0.062200541  0.13097944 -0.009793121  0.09175649
## demo$ethnicity9  0.08085858  0.045538732  0.08000219  0.028653624  0.05692714
##                          271          272          273         274         275
## (Intercept)      0.187764349  0.202109841  0.210243543  0.20341607  0.24606780
## demo$ethnicity1  0.214291411  0.184294292  0.174428940  0.21927487  0.12941585
## demo$ethnicity2 -0.006970442  0.023746430  0.026049032 -0.03544193  0.03541051
## demo$ethnicity3 -0.123148964 -0.004878007 -0.008854654 -0.19760212  0.04497698
## demo$ethnicity4 -0.089676067 -0.055843976 -0.063154455 -0.09205308 -0.03928580
## demo$ethnicity5 -0.116344400 -0.062352874 -0.063884943 -0.11870544 -0.01895633
## demo$ethnicity6 -0.042312957 -0.040896747 -0.036938374 -0.04041273 -0.02481600
## demo$ethnicity7  0.105852672 -0.036280695  0.001877669  0.14304062 -0.06629252
## demo$ethnicity8  0.092958930  0.004901683  0.006760871  0.12802077 -0.02445045
## demo$ethnicity9  0.050065056  0.039006459  0.017721607  0.07688958 -0.01529087
##                          276          277         278          279         280
## (Intercept)      0.204615395  0.180565118  0.18785323  0.185572295  0.32906300
## demo$ethnicity1  0.181788738  0.206036666  0.21657940  0.210302448  0.01028867
## demo$ethnicity2  0.021240876  0.002823332 -0.01475000 -0.003663842  0.03736726
## demo$ethnicity3 -0.007383561 -0.075133808 -0.12974925 -0.104322295  0.13085261
## demo$ethnicity4 -0.053411259 -0.085433785 -0.09365272 -0.086685115  0.03354185
## demo$ethnicity5 -0.064709429 -0.102628635 -0.11438148 -0.112071270  0.06167298
## demo$ethnicity6 -0.038325270 -0.040421169 -0.04150553 -0.039123917  0.00432275
## demo$ethnicity7 -0.038786250  0.075040263  0.11172483  0.092688574 -0.19981130
## demo$ethnicity8  0.016113550  0.063860532  0.09857571  0.080469835 -0.05692097
## demo$ethnicity9  0.036500905  0.040620658  0.05576859  0.047202946 -0.06030012
##                          281         282          283         284         285
## (Intercept)      0.210300830  0.18630037  0.184296884  0.19110782  0.19771077
## demo$ethnicity1  0.175166230  0.21208885  0.195194238  0.21904302  0.21679723
## demo$ethnicity2  0.029585948 -0.01063614  0.002753295 -0.02055956 -0.01903740
## demo$ethnicity3  0.012314011 -0.11176621 -0.060920261 -0.14893914 -0.15604410
## demo$ethnicity4 -0.054125257 -0.08991168 -0.079214630 -0.09106911 -0.09259418
## demo$ethnicity5 -0.049918318 -0.10925937 -0.093393081 -0.11897433 -0.12311301
## demo$ethnicity6 -0.040306804 -0.03849577 -0.038385129 -0.04119779 -0.04059714
## demo$ethnicity7 -0.070404457  0.09818238  0.054235226  0.12294177  0.12749248
## demo$ethnicity8  0.005616795  0.08568722  0.062279221  0.10918861  0.11328966
## demo$ethnicity9  0.032473319  0.05243848  0.038422167  0.05714162  0.06154605
##                         286         287         288         289         290
## (Intercept)      0.18606076  0.19431485  0.20341607  0.19747433  0.19879912
## demo$ethnicity1  0.19496259  0.21128660  0.21927487  0.18449442  0.21245857
## demo$ethnicity2  0.01072874 -0.02295024 -0.03544193  0.01553935 -0.02845862
## demo$ethnicity3 -0.04414657 -0.13943680 -0.19760212 -0.01254283 -0.15976008
## demo$ethnicity4 -0.06729216 -0.09001724 -0.09205308 -0.06091046 -0.08583436
## demo$ethnicity5 -0.09061623 -0.10383324 -0.11870544 -0.06938919 -0.11332098
## demo$ethnicity6 -0.04059334 -0.04037385 -0.04041273 -0.04563735 -0.04245464
## demo$ethnicity7  0.03459652  0.10820616  0.14304062 -0.01925651  0.11807331
## demo$ethnicity8  0.03849755  0.10219534  0.12802077  0.02630822  0.11614879
## demo$ethnicity9  0.03811878  0.06044887  0.07688958  0.04274402  0.06518963
##                         291         292         293          294         295
## (Intercept)      0.20951716  0.19065987  0.20951716  0.180789841  0.19729560
## demo$ethnicity1  0.21702005  0.21377276  0.21702005  0.203018941  0.21827303
## demo$ethnicity2 -0.03377994 -0.01755664 -0.03377994  0.003001387 -0.02779943
## demo$ethnicity3 -0.20377004 -0.13255589 -0.20377004 -0.068249649 -0.17058937
## demo$ethnicity4 -0.09346523 -0.08906376 -0.09346523 -0.083893736 -0.09098395
## demo$ethnicity5 -0.12262735 -0.11372870 -0.12262735 -0.098750461 -0.11412213
## demo$ethnicity6 -0.03981857 -0.04051917 -0.03981857 -0.040467634 -0.04034657
## demo$ethnicity7  0.14707198  0.10891819  0.14707198  0.068078937  0.13063963
## demo$ethnicity8  0.13168167  0.09576907  0.13168167  0.059733366  0.11632882
## demo$ethnicity9  0.08085858  0.06097477  0.08085858  0.041017125  0.06466139
##                          296         297         298         299         300
## (Intercept)      0.189072516  0.18958993  0.47643582  0.20547317  0.20951716
## demo$ethnicity1  0.208816626  0.20304238 -0.21151188  0.21218353  0.21702005
## demo$ethnicity2 -0.003120972  0.01181580  0.01907055 -0.03640650 -0.03377994
## demo$ethnicity3 -0.094135807 -0.07061887  0.16337461 -0.18482420 -0.20377004
## demo$ethnicity4 -0.076726746 -0.07555777  0.08684135 -0.08699382 -0.09346523
## demo$ethnicity5 -0.104957497 -0.10477333  0.10983518 -0.11038842 -0.12262735
## demo$ethnicity6 -0.039673206 -0.03989394  0.03585072 -0.04053712 -0.03981857
## demo$ethnicity7  0.076414210  0.05927885 -0.10453499  0.12786016  0.14707198
## demo$ethnicity8  0.064775158  0.04841755 -0.12827348  0.12503066  0.13168167
## demo$ethnicity9  0.050281383  0.04616804 -0.04654898  0.07453262  0.08085858
##                         301          302          303         304         305
## (Intercept)      0.20951716  0.189869586  0.180349869  0.20428456  0.18504108
## demo$ethnicity1  0.21702005  0.191153762  0.204863760  0.21938259  0.20193065
## demo$ethnicity2 -0.03377994 -0.002658627  0.003241184 -0.03507411  0.01084571
## demo$ethnicity3 -0.20377004 -0.047955395 -0.071375510 -0.20138601 -0.05800525
## demo$ethnicity4 -0.09346523 -0.075749984 -0.084786401 -0.09276436 -0.08250888
## demo$ethnicity5 -0.12262735 -0.085683591 -0.101225056 -0.12001628 -0.09126956
## demo$ethnicity6 -0.03981857 -0.041987887 -0.040554036 -0.03997271 -0.04267265
## demo$ethnicity7  0.14707198  0.030787691  0.071902383  0.14473504  0.04998196
## demo$ethnicity8  0.13168167  0.061664490  0.060880624  0.12962031  0.05255959
## demo$ethnicity9  0.08085858  0.046747763  0.041147749  0.07856605  0.03797633
##                         306         307          308          309          310
## (Intercept)      0.19065987  0.18785323  0.273510460  0.193201092  0.257455305
## demo$ethnicity1  0.21377276  0.21657940  0.087160400  0.201394673  0.104934930
## demo$ethnicity2 -0.01755664 -0.01475000  0.046115767 -0.006024579  0.049050186
## demo$ethnicity3 -0.13255589 -0.12974925  0.088694265 -0.108561594  0.094107195
## demo$ethnicity4 -0.08906376 -0.09365272  0.002223116 -0.082469849  0.006808395
## demo$ethnicity5 -0.11372870 -0.11438148  0.019399774 -0.106524852  0.018656264
## demo$ethnicity6 -0.04051917 -0.04150553 -0.005950602 -0.039373165 -0.005673691
## demo$ethnicity7  0.10891819  0.11172483 -0.200339728  0.081908078 -0.257455305
## demo$ethnicity8  0.09576907  0.09857571 -0.033716163  0.092539555 -0.027452852
## demo$ethnicity9  0.06097477  0.05576859 -0.010476090  0.047045466  0.005425692
##                          311           312
## (Intercept)      0.180789841  0.2317569081
## demo$ethnicity1  0.203018941  0.1582502579
## demo$ethnicity2  0.003001387  0.0087268152
## demo$ethnicity3 -0.068249649 -0.0004401821
## demo$ethnicity4 -0.083893736 -0.0436405268
## demo$ethnicity5 -0.098750461 -0.0429091915
## demo$ethnicity6 -0.040467634 -0.0354431560
## demo$ethnicity7  0.068078937 -0.0485108348
## demo$ethnicity8  0.059733366  0.0230116903
## demo$ethnicity9  0.041017125  0.0216038376
## 
## $f.perms
##              [,1]
##    [1,] 0.8190783
##    [2,] 0.6213975
##    [3,] 0.4184058
##    [4,] 0.8793733
##    [5,] 0.8144082
##    [6,] 1.0227164
##    [7,] 0.8572552
##    [8,] 0.4097814
##    [9,] 1.9780304
##   [10,] 1.1333159
##   [11,] 0.4410350
##   [12,] 0.6625303
##   [13,] 1.3690243
##   [14,] 0.4474042
##   [15,] 1.1227222
##   [16,] 1.2232748
##   [17,] 1.2017311
##   [18,] 1.3782864
##   [19,] 0.5736134
##   [20,] 0.6148679
##   [21,] 0.3641300
##   [22,] 0.5489353
##   [23,] 0.5352022
##   [24,] 1.4086219
##   [25,] 0.9589110
##   [26,] 0.4716355
##   [27,] 0.7633622
##   [28,] 1.2036963
##   [29,] 1.1632265
##   [30,] 1.2058609
##   [31,] 0.4682882
##   [32,] 0.5193332
##   [33,] 1.8329489
##   [34,] 0.5138193
##   [35,] 0.9604025
##   [36,] 2.1767330
##   [37,] 2.0935718
##   [38,] 1.7140421
##   [39,] 0.7901332
##   [40,] 1.5142415
##   [41,] 1.8659845
##   [42,] 0.4613561
##   [43,] 2.4887107
##   [44,] 0.7654835
##   [45,] 0.4270055
##   [46,] 0.5522678
##   [47,] 1.1386043
##   [48,] 1.5736528
##   [49,] 0.6898327
##   [50,] 0.8590239
##   [51,] 1.8904704
##   [52,] 0.7310624
##   [53,] 0.3646645
##   [54,] 1.0056475
##   [55,] 0.6920788
##   [56,] 0.6617338
##   [57,] 0.7438039
##   [58,] 0.8118233
##   [59,] 0.6762643
##   [60,] 0.3711504
##   [61,] 0.9447732
##   [62,] 0.4329818
##   [63,] 0.6125161
##   [64,] 1.0897170
##   [65,] 2.0849070
##   [66,] 0.7608832
##   [67,] 0.9446173
##   [68,] 0.7616622
##   [69,] 0.5587426
##   [70,] 1.3506802
##   [71,] 1.2125522
##   [72,] 0.8143561
##   [73,] 1.6880183
##   [74,] 0.8523714
##   [75,] 1.1756689
##   [76,] 0.7213101
##   [77,] 0.5229613
##   [78,] 1.5547018
##   [79,] 0.6064684
##   [80,] 1.0412713
##   [81,] 1.5357910
##   [82,] 2.7306956
##   [83,] 0.1854589
##   [84,] 0.6170640
##   [85,] 0.4069137
##   [86,] 0.9300548
##   [87,] 0.5884391
##   [88,] 0.9120699
##   [89,] 0.8501898
##   [90,] 0.5350678
##   [91,] 1.1631202
##   [92,] 0.5178975
##   [93,] 2.5445092
##   [94,] 1.5288023
##   [95,] 2.6366524
##   [96,] 0.6111919
##   [97,] 2.1255343
##   [98,] 0.4935671
##   [99,] 0.6684714
##  [100,] 1.6888178
##  [101,] 0.7627305
##  [102,] 1.0020788
##  [103,] 0.4661232
##  [104,] 1.3422523
##  [105,] 0.8421337
##  [106,] 0.7578516
##  [107,] 1.7980538
##  [108,] 0.9679787
##  [109,] 0.4586852
##  [110,] 1.0386259
##  [111,] 1.8629422
##  [112,] 0.4956454
##  [113,] 1.4172434
##  [114,] 0.3775522
##  [115,] 1.2694036
##  [116,] 0.6925956
##  [117,] 2.3574722
##  [118,] 0.6679944
##  [119,] 1.0130569
##  [120,] 1.4500902
##  [121,] 0.5041732
##  [122,] 0.4383807
##  [123,] 1.7093103
##  [124,] 1.6907198
##  [125,] 2.0075362
##  [126,] 0.9563830
##  [127,] 0.4986319
##  [128,] 1.2496001
##  [129,] 0.6717187
##  [130,] 0.3006760
##  [131,] 0.4848534
##  [132,] 1.0672863
##  [133,] 2.1368562
##  [134,] 1.3548986
##  [135,] 0.5387576
##  [136,] 0.6124350
##  [137,] 1.7332402
##  [138,] 1.1472205
##  [139,] 0.8741249
##  [140,] 0.8049481
##  [141,] 2.4782448
##  [142,] 1.3283882
##  [143,] 1.3013540
##  [144,] 1.7361925
##  [145,] 1.9282705
##  [146,] 1.1920719
##  [147,] 1.0020692
##  [148,] 0.6867409
##  [149,] 1.8158838
##  [150,] 1.1250636
##  [151,] 2.4709205
##  [152,] 1.5989838
##  [153,] 0.4368946
##  [154,] 0.7433338
##  [155,] 0.6491264
##  [156,] 0.7847092
##  [157,] 0.5459989
##  [158,] 0.9154804
##  [159,] 0.9236464
##  [160,] 0.6512323
##  [161,] 1.1339891
##  [162,] 0.4637408
##  [163,] 0.7669544
##  [164,] 0.7087752
##  [165,] 0.5598909
##  [166,] 0.5615008
##  [167,] 0.6463548
##  [168,] 0.8881495
##  [169,] 0.9896129
##  [170,] 0.6705288
##  [171,] 0.5272788
##  [172,] 1.1280045
##  [173,] 0.6277544
##  [174,] 0.7252392
##  [175,] 1.9876796
##  [176,] 0.7248542
##  [177,] 0.3002970
##  [178,] 0.4161495
##  [179,] 2.1342302
##  [180,] 0.8375884
##  [181,] 1.0349356
##  [182,] 1.1010626
##  [183,] 0.6145427
##  [184,] 0.8105446
##  [185,] 0.6438554
##  [186,] 0.7171313
##  [187,] 0.8169673
##  [188,] 0.6332683
##  [189,] 2.6127294
##  [190,] 0.5060076
##  [191,] 0.7682669
##  [192,] 0.7704590
##  [193,] 0.6036396
##  [194,] 1.9526588
##  [195,] 0.7699435
##  [196,] 1.6636709
##  [197,] 0.4435620
##  [198,] 0.6908563
##  [199,] 1.6678301
##  [200,] 0.3987761
##  [201,] 1.4566074
##  [202,] 2.3594920
##  [203,] 0.4157082
##  [204,] 0.6491698
##  [205,] 2.1896177
##  [206,] 1.8631447
##  [207,] 1.0193664
##  [208,] 1.4504273
##  [209,] 0.7833077
##  [210,] 0.5179390
##  [211,] 0.7882175
##  [212,] 0.6522164
##  [213,] 0.3802478
##  [214,] 0.9904631
##  [215,] 1.9638609
##  [216,] 0.6410963
##  [217,] 0.6061919
##  [218,] 1.3247473
##  [219,] 0.3940489
##  [220,] 1.8709718
##  [221,] 1.4501861
##  [222,] 3.0562124
##  [223,] 0.9981121
##  [224,] 1.5287501
##  [225,] 0.5235580
##  [226,] 0.5282336
##  [227,] 1.1637890
##  [228,] 0.6075111
##  [229,] 0.7083908
##  [230,] 1.2896846
##  [231,] 0.7006722
##  [232,] 0.8834942
##  [233,] 1.0335980
##  [234,] 0.4701777
##  [235,] 1.5959242
##  [236,] 0.7691366
##  [237,] 1.4837395
##  [238,] 0.4699448
##  [239,] 2.2178485
##  [240,] 0.8961082
##  [241,] 2.0846258
##  [242,] 0.9536449
##  [243,] 0.4665026
##  [244,] 0.6705304
##  [245,] 0.6984328
##  [246,] 0.6253294
##  [247,] 0.7167982
##  [248,] 2.2772986
##  [249,] 0.7185736
##  [250,] 0.8275139
##  [251,] 0.7127568
##  [252,] 1.2165966
##  [253,] 2.6276849
##  [254,] 0.6642048
##  [255,] 0.4477315
##  [256,] 0.6270084
##  [257,] 0.8222448
##  [258,] 0.5212641
##  [259,] 0.7302220
##  [260,] 1.5892615
##  [261,] 0.7296564
##  [262,] 2.2546017
##  [263,] 0.4802942
##  [264,] 0.9435147
##  [265,] 1.8642344
##  [266,] 1.3640099
##  [267,] 0.5573199
##  [268,] 0.8088359
##  [269,] 0.4139641
##  [270,] 0.3535310
##  [271,] 1.1374977
##  [272,] 1.6384956
##  [273,] 0.4439450
##  [274,] 1.9312635
##  [275,] 0.6052794
##  [276,] 2.0492254
##  [277,] 0.6877103
##  [278,] 0.7023065
##  [279,] 1.5374392
##  [280,] 0.3796729
##  [281,] 0.6175301
##  [282,] 1.4297307
##  [283,] 0.4427733
##  [284,] 1.1060244
##  [285,] 0.6094327
##  [286,] 2.5513413
##  [287,] 0.4482500
##  [288,] 2.4749228
##  [289,] 1.0778454
##  [290,] 1.4933536
##  [291,] 1.9621513
##  [292,] 0.5371211
##  [293,] 1.0457289
##  [294,] 0.8924093
##  [295,] 1.2311613
##  [296,] 0.6561365
##  [297,] 1.9661542
##  [298,] 0.5170181
##  [299,] 0.5905996
##  [300,] 1.9582620
##  [301,] 1.0068760
##  [302,] 0.4152388
##  [303,] 1.3071821
##  [304,] 0.8060514
##  [305,] 0.8106930
##  [306,] 1.0423182
##  [307,] 2.0033265
##  [308,] 0.9957638
##  [309,] 0.8013800
##  [310,] 0.4086503
##  [311,] 1.4679688
##  [312,] 0.4509998
##  [313,] 0.7746784
##  [314,] 0.7661256
##  [315,] 2.1161242
##  [316,] 1.3163401
##  [317,] 0.5466281
##  [318,] 1.2906764
##  [319,] 0.8073845
##  [320,] 0.6221659
##  [321,] 0.9782323
##  [322,] 0.9518407
##  [323,] 0.7151854
##  [324,] 0.8962204
##  [325,] 0.6484094
##  [326,] 0.8381089
##  [327,] 0.3813896
##  [328,] 1.0213145
##  [329,] 1.0752365
##  [330,] 0.6111946
##  [331,] 0.9313389
##  [332,] 1.2015642
##  [333,] 1.0815012
##  [334,] 0.4940742
##  [335,] 0.9745199
##  [336,] 0.3673253
##  [337,] 2.6045810
##  [338,] 0.6210547
##  [339,] 0.9620940
##  [340,] 1.0862888
##  [341,] 0.6713906
##  [342,] 0.9492299
##  [343,] 0.7790195
##  [344,] 1.0982503
##  [345,] 0.3773389
##  [346,] 1.2932552
##  [347,] 1.0992246
##  [348,] 0.3717021
##  [349,] 1.3174030
##  [350,] 1.0243671
##  [351,] 0.7015387
##  [352,] 0.5215373
##  [353,] 1.1621612
##  [354,] 0.8450101
##  [355,] 0.3679278
##  [356,] 0.5428291
##  [357,] 0.6342443
##  [358,] 1.1812095
##  [359,] 2.4295142
##  [360,] 1.0208757
##  [361,] 0.9865021
##  [362,] 0.5840861
##  [363,] 0.6018788
##  [364,] 0.7024870
##  [365,] 0.5581371
##  [366,] 2.2648228
##  [367,] 1.0279251
##  [368,] 0.4333460
##  [369,] 0.3341234
##  [370,] 0.6073849
##  [371,] 0.4403717
##  [372,] 0.6037440
##  [373,] 0.6557122
##  [374,] 2.5031437
##  [375,] 0.7835574
##  [376,] 1.1746195
##  [377,] 0.8084828
##  [378,] 1.2910323
##  [379,] 0.6139000
##  [380,] 0.7725589
##  [381,] 1.8977971
##  [382,] 0.7472565
##  [383,] 0.5733045
##  [384,] 0.8747028
##  [385,] 1.2310993
##  [386,] 1.3525878
##  [387,] 1.1824219
##  [388,] 0.6669364
##  [389,] 0.9416217
##  [390,] 0.7725999
##  [391,] 0.6898487
##  [392,] 0.4567242
##  [393,] 0.5487413
##  [394,] 3.3335371
##  [395,] 0.8456715
##  [396,] 1.0959349
##  [397,] 1.6593000
##  [398,] 0.9738515
##  [399,] 0.8008724
##  [400,] 0.5612417
##  [401,] 0.9112854
##  [402,] 1.0661540
##  [403,] 0.4401960
##  [404,] 1.1207764
##  [405,] 0.8834114
##  [406,] 0.9830056
##  [407,] 2.9277011
##  [408,] 1.0060640
##  [409,] 1.5923860
##  [410,] 0.9222656
##  [411,] 0.8863515
##  [412,] 1.7855716
##  [413,] 1.3013606
##  [414,] 0.5208800
##  [415,] 0.9244024
##  [416,] 0.6589330
##  [417,] 1.5081296
##  [418,] 1.0732355
##  [419,] 0.9610289
##  [420,] 0.4742015
##  [421,] 1.1877454
##  [422,] 1.0599796
##  [423,] 0.4371392
##  [424,] 0.6784150
##  [425,] 1.1068585
##  [426,] 0.3661672
##  [427,] 1.5355572
##  [428,] 1.1184766
##  [429,] 1.0704240
##  [430,] 0.4186280
##  [431,] 0.8499680
##  [432,] 1.2882983
##  [433,] 0.2986556
##  [434,] 0.8549812
##  [435,] 1.3035117
##  [436,] 0.7179999
##  [437,] 1.4573460
##  [438,] 0.3376488
##  [439,] 0.4976173
##  [440,] 0.6255762
##  [441,] 0.6869525
##  [442,] 0.3311777
##  [443,] 1.4351552
##  [444,] 1.7983839
##  [445,] 0.9009119
##  [446,] 0.6267494
##  [447,] 0.7240442
##  [448,] 2.0026453
##  [449,] 0.8125412
##  [450,] 0.4745018
##  [451,] 0.8864156
##  [452,] 0.9237006
##  [453,] 0.7820554
##  [454,] 0.4793997
##  [455,] 0.5586764
##  [456,] 0.7024392
##  [457,] 2.1001582
##  [458,] 1.9350426
##  [459,] 0.9389122
##  [460,] 1.0263017
##  [461,] 0.8599838
##  [462,] 1.1263077
##  [463,] 1.9724067
##  [464,] 0.8892784
##  [465,] 0.7582076
##  [466,] 0.4710070
##  [467,] 0.5341139
##  [468,] 0.6871460
##  [469,] 0.6007789
##  [470,] 0.9364909
##  [471,] 0.6478511
##  [472,] 1.8826589
##  [473,] 0.7355991
##  [474,] 2.2388882
##  [475,] 1.5788727
##  [476,] 0.6027352
##  [477,] 0.5350174
##  [478,] 0.7323077
##  [479,] 1.2169485
##  [480,] 0.9769013
##  [481,] 0.7484105
##  [482,] 0.4683417
##  [483,] 2.1478708
##  [484,] 2.1041953
##  [485,] 1.4480543
##  [486,] 1.6886286
##  [487,] 1.7292645
##  [488,] 2.1792130
##  [489,] 0.5228711
##  [490,] 0.6368116
##  [491,] 0.6631693
##  [492,] 1.1863215
##  [493,] 1.4820823
##  [494,] 1.2663907
##  [495,] 0.8247804
##  [496,] 1.6304964
##  [497,] 1.0550868
##  [498,] 0.3350378
##  [499,] 2.1535568
##  [500,] 0.6406271
##  [501,] 0.7331098
##  [502,] 0.4864187
##  [503,] 0.8920281
##  [504,] 0.4606225
##  [505,] 1.1201878
##  [506,] 0.3557723
##  [507,] 1.6118740
##  [508,] 0.6198214
##  [509,] 0.9519541
##  [510,] 0.9789844
##  [511,] 0.5536893
##  [512,] 1.6608721
##  [513,] 2.8881411
##  [514,] 1.5854135
##  [515,] 0.7033375
##  [516,] 0.5618752
##  [517,] 1.8126254
##  [518,] 0.4193104
##  [519,] 0.3189420
##  [520,] 0.9182513
##  [521,] 1.4631330
##  [522,] 1.3934562
##  [523,] 1.2702530
##  [524,] 0.7859911
##  [525,] 1.6514408
##  [526,] 1.1764806
##  [527,] 0.4937690
##  [528,] 0.9573846
##  [529,] 0.6264269
##  [530,] 0.7245348
##  [531,] 1.5360230
##  [532,] 0.4621966
##  [533,] 1.9924419
##  [534,] 0.6339782
##  [535,] 2.3050216
##  [536,] 1.1244161
##  [537,] 0.5070926
##  [538,] 1.6896232
##  [539,] 0.5129559
##  [540,] 0.9511183
##  [541,] 0.3930126
##  [542,] 0.9458644
##  [543,] 0.9688357
##  [544,] 1.1888824
##  [545,] 0.5622793
##  [546,] 0.4717013
##  [547,] 0.5987556
##  [548,] 1.1432608
##  [549,] 1.6940652
##  [550,] 0.7503260
##  [551,] 0.6554207
##  [552,] 0.9437679
##  [553,] 0.4298300
##  [554,] 0.6717471
##  [555,] 0.8642700
##  [556,] 0.9159829
##  [557,] 1.2259302
##  [558,] 1.3911469
##  [559,] 2.3125643
##  [560,] 1.7189442
##  [561,] 0.4396156
##  [562,] 0.8014723
##  [563,] 0.3573307
##  [564,] 0.6247417
##  [565,] 0.9796345
##  [566,] 0.9293577
##  [567,] 0.7834515
##  [568,] 0.4446632
##  [569,] 0.6323007
##  [570,] 0.6417385
##  [571,] 1.3753964
##  [572,] 0.5789867
##  [573,] 1.1550765
##  [574,] 0.2550176
##  [575,] 1.1537668
##  [576,] 0.5475375
##  [577,] 0.3770624
##  [578,] 0.9517087
##  [579,] 1.8055730
##  [580,] 0.8468660
##  [581,] 0.9428263
##  [582,] 0.6338089
##  [583,] 0.7246124
##  [584,] 2.1202021
##  [585,] 1.8170068
##  [586,] 0.5659302
##  [587,] 0.6013991
##  [588,] 0.6052422
##  [589,] 1.4648196
##  [590,] 1.3541927
##  [591,] 0.6306875
##  [592,] 0.3786010
##  [593,] 0.6272985
##  [594,] 0.7044164
##  [595,] 0.9306870
##  [596,] 0.7548231
##  [597,] 1.1049087
##  [598,] 0.7005828
##  [599,] 1.9488820
##  [600,] 0.7980710
##  [601,] 0.6124144
##  [602,] 0.7208271
##  [603,] 0.7737727
##  [604,] 1.2636807
##  [605,] 0.4066985
##  [606,] 0.8238823
##  [607,] 0.6481993
##  [608,] 1.2120766
##  [609,] 2.1970195
##  [610,] 1.0282288
##  [611,] 0.8388745
##  [612,] 0.4901266
##  [613,] 1.7280155
##  [614,] 1.5312419
##  [615,] 0.9057121
##  [616,] 0.9195556
##  [617,] 0.5519704
##  [618,] 0.7277709
##  [619,] 0.2828748
##  [620,] 0.7016264
##  [621,] 0.4288171
##  [622,] 1.0383988
##  [623,] 0.6535899
##  [624,] 0.6288021
##  [625,] 0.9125024
##  [626,] 0.4192384
##  [627,] 1.7602284
##  [628,] 0.4311257
##  [629,] 0.8921217
##  [630,] 0.8657522
##  [631,] 0.6711723
##  [632,] 1.4274367
##  [633,] 0.4068861
##  [634,] 0.3855340
##  [635,] 0.7840881
##  [636,] 0.5712297
##  [637,] 0.5844716
##  [638,] 0.9430001
##  [639,] 1.4750971
##  [640,] 1.1729677
##  [641,] 0.2929772
##  [642,] 1.0731722
##  [643,] 0.4372064
##  [644,] 0.5879891
##  [645,] 1.4595296
##  [646,] 0.6329060
##  [647,] 0.4231606
##  [648,] 1.0388409
##  [649,] 0.6597296
##  [650,] 0.6270937
##  [651,] 0.5306200
##  [652,] 1.8173606
##  [653,] 0.7994021
##  [654,] 1.9512737
##  [655,] 1.3449784
##  [656,] 0.5010185
##  [657,] 1.7208109
##  [658,] 0.5529133
##  [659,] 0.6826680
##  [660,] 0.4370370
##  [661,] 2.1595489
##  [662,] 0.8800167
##  [663,] 0.7837809
##  [664,] 2.3848945
##  [665,] 1.9046410
##  [666,] 1.3194357
##  [667,] 0.9667401
##  [668,] 0.6908093
##  [669,] 0.7425850
##  [670,] 0.6212663
##  [671,] 4.4716505
##  [672,] 1.3767457
##  [673,] 0.3261515
##  [674,] 1.3965318
##  [675,] 0.5803060
##  [676,] 1.1950242
##  [677,] 1.2320159
##  [678,] 1.3600656
##  [679,] 1.8584389
##  [680,] 0.4777772
##  [681,] 1.7089549
##  [682,] 0.7846475
##  [683,] 0.8520971
##  [684,] 3.5369226
##  [685,] 2.0319732
##  [686,] 1.3983019
##  [687,] 1.8278530
##  [688,] 1.9465803
##  [689,] 0.4404100
##  [690,] 0.3960970
##  [691,] 0.9191283
##  [692,] 0.5795965
##  [693,] 0.4509064
##  [694,] 1.1044438
##  [695,] 0.6027961
##  [696,] 0.5855555
##  [697,] 1.8639729
##  [698,] 1.4852809
##  [699,] 0.8161756
##  [700,] 0.6906209
##  [701,] 1.1957255
##  [702,] 0.2429270
##  [703,] 1.3831924
##  [704,] 0.6386108
##  [705,] 1.9942432
##  [706,] 0.9100136
##  [707,] 0.5478554
##  [708,] 0.6224625
##  [709,] 1.1889460
##  [710,] 0.6782982
##  [711,] 1.6244012
##  [712,] 0.5659778
##  [713,] 1.4480644
##  [714,] 1.5243601
##  [715,] 0.5501241
##  [716,] 1.9129750
##  [717,] 0.5711245
##  [718,] 0.3662207
##  [719,] 1.4529627
##  [720,] 0.4383184
##  [721,] 1.0610511
##  [722,] 1.3448943
##  [723,] 0.3839565
##  [724,] 0.7250915
##  [725,] 0.8433579
##  [726,] 0.6030875
##  [727,] 0.5011384
##  [728,] 0.9305373
##  [729,] 0.7164895
##  [730,] 1.0460829
##  [731,] 1.3170522
##  [732,] 0.7560296
##  [733,] 0.8371442
##  [734,] 0.6699694
##  [735,] 1.6174027
##  [736,] 0.6063791
##  [737,] 0.9565754
##  [738,] 1.8917669
##  [739,] 0.8261849
##  [740,] 1.7387507
##  [741,] 0.6365127
##  [742,] 0.6717817
##  [743,] 0.5912195
##  [744,] 2.5008006
##  [745,] 0.6455442
##  [746,] 1.6267651
##  [747,] 0.5771091
##  [748,] 0.5085690
##  [749,] 0.3282473
##  [750,] 1.0668229
##  [751,] 0.6588141
##  [752,] 2.1498525
##  [753,] 0.4179140
##  [754,] 0.8166000
##  [755,] 0.5549969
##  [756,] 0.6543047
##  [757,] 0.9254817
##  [758,] 0.6753349
##  [759,] 0.6781090
##  [760,] 0.5804742
##  [761,] 1.0362620
##  [762,] 0.8464911
##  [763,] 1.1391026
##  [764,] 0.4603112
##  [765,] 0.4804978
##  [766,] 1.8736889
##  [767,] 0.4047192
##  [768,] 1.5299600
##  [769,] 0.6400248
##  [770,] 0.6810170
##  [771,] 0.6234767
##  [772,] 1.2956291
##  [773,] 0.3622543
##  [774,] 3.2017525
##  [775,] 0.9623927
##  [776,] 0.4887280
##  [777,] 1.4080056
##  [778,] 0.9691913
##  [779,] 0.3336588
##  [780,] 0.6766656
##  [781,] 0.9763074
##  [782,] 1.3018599
##  [783,] 1.9196919
##  [784,] 1.2206484
##  [785,] 0.5307658
##  [786,] 2.0144100
##  [787,] 0.7590436
##  [788,] 0.6225791
##  [789,] 1.4857759
##  [790,] 0.5591927
##  [791,] 0.5185016
##  [792,] 0.6599040
##  [793,] 1.0602001
##  [794,] 1.8191861
##  [795,] 2.2629535
##  [796,] 0.4356177
##  [797,] 0.6331086
##  [798,] 0.9034108
##  [799,] 0.6699946
##  [800,] 1.3318760
##  [801,] 0.6643150
##  [802,] 0.7130264
##  [803,] 1.8082111
##  [804,] 0.8982919
##  [805,] 2.0029260
##  [806,] 0.6453578
##  [807,] 1.0056875
##  [808,] 2.0185797
##  [809,] 0.5485418
##  [810,] 0.4550252
##  [811,] 1.5465665
##  [812,] 1.4077582
##  [813,] 1.1495041
##  [814,] 1.2213439
##  [815,] 0.5545179
##  [816,] 0.4290585
##  [817,] 1.1216353
##  [818,] 0.7463794
##  [819,] 1.1359869
##  [820,] 1.9840683
##  [821,] 1.2364096
##  [822,] 0.6973727
##  [823,] 1.5881133
##  [824,] 0.7466316
##  [825,] 0.7758880
##  [826,] 0.5112583
##  [827,] 0.8535870
##  [828,] 0.9364166
##  [829,] 2.0022926
##  [830,] 0.5257330
##  [831,] 0.5626006
##  [832,] 0.6763843
##  [833,] 0.7377393
##  [834,] 0.3851957
##  [835,] 0.3623712
##  [836,] 0.3888494
##  [837,] 2.0690021
##  [838,] 0.6009456
##  [839,] 0.4643884
##  [840,] 1.1472898
##  [841,] 0.7762951
##  [842,] 1.1362456
##  [843,] 0.7174903
##  [844,] 1.3208509
##  [845,] 1.0071292
##  [846,] 1.5099607
##  [847,] 0.8657436
##  [848,] 0.5769023
##  [849,] 1.1865708
##  [850,] 1.2350834
##  [851,] 0.8377729
##  [852,] 0.3869455
##  [853,] 0.4466091
##  [854,] 1.9458675
##  [855,] 1.0278879
##  [856,] 0.4982449
##  [857,] 0.9186878
##  [858,] 0.6986323
##  [859,] 1.0834990
##  [860,] 0.5160286
##  [861,] 2.5743281
##  [862,] 1.1626424
##  [863,] 0.9097971
##  [864,] 0.4805779
##  [865,] 0.5532810
##  [866,] 0.7942996
##  [867,] 0.5083252
##  [868,] 1.8343498
##  [869,] 0.4703024
##  [870,] 0.5873053
##  [871,] 0.9831341
##  [872,] 0.7311276
##  [873,] 1.3363589
##  [874,] 0.4215770
##  [875,] 3.2271982
##  [876,] 2.1782737
##  [877,] 0.4446935
##  [878,] 2.3898378
##  [879,] 0.7277706
##  [880,] 1.4878530
##  [881,] 0.9995924
##  [882,] 0.6605264
##  [883,] 0.5035848
##  [884,] 0.6960416
##  [885,] 0.9435843
##  [886,] 1.4686181
##  [887,] 0.7012795
##  [888,] 0.6353241
##  [889,] 1.1363378
##  [890,] 2.4731030
##  [891,] 0.4631050
##  [892,] 1.8506667
##  [893,] 1.5405644
##  [894,] 0.3442710
##  [895,] 0.8940546
##  [896,] 2.4784627
##  [897,] 0.7678294
##  [898,] 0.5650652
##  [899,] 0.3906475
##  [900,] 1.3491027
##  [901,] 1.5410311
##  [902,] 0.8318864
##  [903,] 2.5333957
##  [904,] 0.8011294
##  [905,] 0.9845974
##  [906,] 0.6401391
##  [907,] 0.6708318
##  [908,] 0.6205929
##  [909,] 0.9563489
##  [910,] 0.3271342
##  [911,] 0.6447603
##  [912,] 0.5573478
##  [913,] 2.7234662
##  [914,] 1.6634033
##  [915,] 0.8715123
##  [916,] 0.4729874
##  [917,] 0.8591275
##  [918,] 0.5135852
##  [919,] 0.8149545
##  [920,] 1.4482336
##  [921,] 0.9378213
##  [922,] 0.9325753
##  [923,] 2.4807488
##  [924,] 0.9109800
##  [925,] 0.5346040
##  [926,] 1.6933427
##  [927,] 0.6319121
##  [928,] 1.7098472
##  [929,] 0.7046266
##  [930,] 1.3843515
##  [931,] 0.3576272
##  [932,] 0.7771236
##  [933,] 1.1545960
##  [934,] 0.8839807
##  [935,] 0.8723540
##  [936,] 0.8459743
##  [937,] 1.9552561
##  [938,] 0.4309384
##  [939,] 0.8568772
##  [940,] 0.5864555
##  [941,] 2.5897331
##  [942,] 1.1823308
##  [943,] 0.5187487
##  [944,] 0.8837327
##  [945,] 1.6130343
##  [946,] 0.4577069
##  [947,] 1.0289791
##  [948,] 1.1378028
##  [949,] 1.3881700
##  [950,] 2.0757908
##  [951,] 0.9014073
##  [952,] 0.5086278
##  [953,] 0.5150673
##  [954,] 1.1228622
##  [955,] 1.2182020
##  [956,] 1.8157171
##  [957,] 2.2390690
##  [958,] 1.3020721
##  [959,] 0.5824742
##  [960,] 1.6380520
##  [961,] 0.7815018
##  [962,] 1.7881464
##  [963,] 0.4203502
##  [964,] 0.7405622
##  [965,] 0.4519866
##  [966,] 1.4057893
##  [967,] 0.9600704
##  [968,] 0.9470643
##  [969,] 1.0263199
##  [970,] 1.2728286
##  [971,] 0.8006543
##  [972,] 0.8292183
##  [973,] 0.5252596
##  [974,] 0.5638020
##  [975,] 0.6896267
##  [976,] 1.8654420
##  [977,] 0.5247147
##  [978,] 0.4807985
##  [979,] 0.6519881
##  [980,] 0.6828926
##  [981,] 1.0234837
##  [982,] 0.7589582
##  [983,] 0.8273494
##  [984,] 0.6817313
##  [985,] 2.3632971
##  [986,] 0.4714222
##  [987,] 1.0082666
##  [988,] 0.9562279
##  [989,] 0.5223852
##  [990,] 0.4049186
##  [991,] 2.5377804
##  [992,] 0.9134890
##  [993,] 0.4326312
##  [994,] 0.7150461
##  [995,] 1.4693944
##  [996,] 1.3130719
##  [997,] 0.6140399
##  [998,] 1.8639542
##  [999,] 0.6372194
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## se ~ demo$ethnicity
## attr(,"variables")
## list(se, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## se                          0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Self-Efficacy across ethnicity.

Grade Motivation

Now, Grade Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)    
## demo$ethnicity   9    1.2175 0.135278   7.201 0.17668  0.001 ***
## Residuals      302    5.6734 0.018786         0.82332           
## Total          311    6.8909                  1.00000           
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = gm ~ demo$ethnicity)
## 
## $coefficients
##                        gm1        gm2        gm3        gm4        gm5
## (Intercept)      3.7199774  3.7797536  3.7483423  3.7239135  3.2959914
## demo$ethnicity1 -1.1199774 -1.1797536 -0.9483423 -1.1239135 -0.2959914
## demo$ethnicity2  0.2800226  0.4702464  0.2516577  0.2760865  0.7040086
## demo$ethnicity3  1.2800226  1.2202464  1.2516577  1.2760865 -0.2959914
## demo$ethnicity4  0.9466893  0.9980242  0.8072133  0.9427532  0.8151197
## demo$ethnicity5  1.0578004  0.7758020  0.9183244  0.8316421  0.5928975
## demo$ethnicity6  0.6917873  0.5731876  0.7810695  0.6878512  0.2334204
## demo$ethnicity7 -2.7199774 -2.7797536 -2.7483423 -2.7239135 -2.2959914
## demo$ethnicity8 -0.3866441 -0.1130869 -0.4150090 -0.3905802 -0.2959914
## demo$ethnicity9 -0.9699774 -0.7797536 -0.7483423 -0.7239135  0.2040086
## 
## $coef.sites
##                           1           2            3            4            5
## (Intercept)      0.20152024  0.20939808  0.194934544  0.194934544  0.195560473
## demo$ethnicity1  0.16150567  0.14516977  0.160181572  0.160181572  0.159615180
## demo$ethnicity2 -0.07263825 -0.06530538 -0.054011508 -0.054011508 -0.042151383
## demo$ethnicity3 -0.15985357 -0.11848899 -0.173657948 -0.173657948 -0.195560473
## demo$ethnicity4 -0.15155012 -0.12336345 -0.147028029 -0.147028029 -0.139694995
## demo$ethnicity5 -0.14190034 -0.12799694 -0.141925599 -0.141925599 -0.134772074
## demo$ethnicity6 -0.09498935 -0.07569774 -0.098214422 -0.098214422 -0.093889552
## demo$ethnicity7  0.46514643  0.40598654  0.460237870  0.460237870  0.447296669
## demo$ethnicity8  0.02207365 -0.03614226  0.009833051  0.009833051  0.004241114
## demo$ethnicity9  0.11087347  0.10785387  0.121474041  0.121474041  0.124861259
##                           6           7           8            9          10
## (Intercept)      0.21193935  0.20426242  0.20152024  0.194934544  0.20152024
## demo$ethnicity1  0.15174695  0.15074416  0.16150567  0.160181572  0.16150567
## demo$ethnicity2 -0.08125753 -0.06115567 -0.07263825 -0.054011508 -0.07263825
## demo$ethnicity3 -0.12498282 -0.13759576 -0.15985357 -0.173657948 -0.15985357
## demo$ethnicity4 -0.14217025 -0.13145604 -0.15155012 -0.147028029 -0.15155012
## demo$ethnicity5 -0.12709914 -0.13606476 -0.14190034 -0.141925599 -0.14190034
## demo$ethnicity6 -0.07677265 -0.08422659 -0.09498935 -0.098214422 -0.09498935
## demo$ethnicity7  0.43091780  0.42536720  0.46514643  0.460237870  0.46514643
## demo$ethnicity8 -0.01213776 -0.02493572  0.02207365  0.009833051  0.02207365
## demo$ethnicity9  0.10848239  0.12015190  0.11087347  0.121474041  0.11087347
##                          11          12           13          14          15
## (Intercept)      0.20152024  0.20152024  0.194934544  0.20152024  0.20152024
## demo$ethnicity1  0.16150567  0.16150567  0.160181572  0.16150567  0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.07263825 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.15985357 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.15155012 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.14190034 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.09498935 -0.09498935
## demo$ethnicity7  0.46514643  0.46514643  0.460237870  0.46514643  0.46514643
## demo$ethnicity8  0.02207365  0.02207365  0.009833051  0.02207365  0.02207365
## demo$ethnicity9  0.11087347  0.11087347  0.121474041  0.11087347  0.11087347
##                          16          17          18           19          20
## (Intercept)      0.21514315  0.20152024  0.21459064  0.195560473  0.20998705
## demo$ethnicity1  0.13753354  0.16150567  0.13921999  0.159615180  0.14382358
## demo$ethnicity2 -0.05687512 -0.07263825 -0.06960419 -0.042151383 -0.05280548
## demo$ethnicity3 -0.11990505 -0.15985357 -0.09831157 -0.195560473 -0.14021961
## demo$ethnicity4 -0.11067278 -0.15155012 -0.11981588 -0.139694995 -0.11464975
## demo$ethnicity5 -0.10508403 -0.14190034 -0.11400392 -0.134772074 -0.11973625
## demo$ethnicity6 -0.05498860 -0.09498935 -0.06092263 -0.093889552 -0.07033760
## demo$ethnicity7  0.36819018  0.46514643  0.38540936  0.447296669  0.39001295
## demo$ethnicity8 -0.07170529  0.02207365 -0.06373383  0.004241114 -0.04325723
## demo$ethnicity9  0.10923548  0.11087347  0.10628478  0.124861259  0.11088837
##                          21          22          23          24           25
## (Intercept)      0.20152024  0.20152024  0.20506068  0.28553494  0.194934544
## demo$ethnicity1  0.16150567  0.16150567  0.14994590  0.07097101  0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.06195393 -0.05284264 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.13839402 -0.04229170 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.13708521 -0.04426204 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12664455 -0.06131045 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.07960935 -0.01121642 -0.098214422
## demo$ethnicity7  0.46514643  0.46514643  0.42456895  0.18814927  0.460237870
## demo$ethnicity8  0.02207365  0.02207365 -0.02573398 -0.08849205  0.009833051
## demo$ethnicity9  0.11087347  0.11087347  0.11935365  0.07633126  0.121474041
##                          26          27          28          29          30
## (Intercept)      0.48757771  0.21554850  0.21644331  0.20152024  0.20662218
## demo$ethnicity1 -0.15887423  0.15281245  0.14725893  0.16150567  0.15682727
## demo$ethnicity2  0.08293511 -0.04764628 -0.08496446 -0.07263825 -0.07681026
## demo$ethnicity3  0.15527943 -0.17009395 -0.10533220 -0.15985357 -0.14279239
## demo$ethnicity4  0.14869939 -0.12252086 -0.13376038 -0.15155012 -0.14462977
## demo$ethnicity5  0.14126508 -0.12849840 -0.12331972 -0.14190034 -0.13469642
## demo$ethnicity6  0.08785717 -0.08719257 -0.06745205 -0.09498935 -0.08741909
## demo$ethnicity7 -0.48757771  0.39983612  0.41318632  0.46514643  0.44855023
## demo$ethnicity8  0.01198137 -0.01012214 -0.03711660  0.02207365  0.01263817
## demo$ethnicity9 -0.11545128  0.13067171  0.10797102  0.11087347  0.09936974
##                           31            32           33           34
## (Intercept)      0.195560473  0.3740498170  0.195560473  0.194934544
## demo$ethnicity1  0.159615180 -0.0565861042  0.159615180  0.160181572
## demo$ethnicity2 -0.042151383  0.0007179849 -0.042151383 -0.054011508
## demo$ethnicity3 -0.195560473  0.0634501830 -0.195560473 -0.173657948
## demo$ethnicity4 -0.139694995  0.0551193254 -0.139694995 -0.147028029
## demo$ethnicity5 -0.134772074  0.0457342167 -0.134772074 -0.141925599
## demo$ethnicity6 -0.093889552  0.0485699148 -0.093889552 -0.098214422
## demo$ethnicity7  0.447296669 -0.0883355313  0.447296669  0.460237870
## demo$ethnicity8  0.004241114 -0.1152172517  0.004241114  0.009833051
## demo$ethnicity9  0.124861259 -0.0088378231  0.124861259  0.121474041
##                           35          36           37           38          39
## (Intercept)      0.195560473  0.20152024  0.195560473  0.195560473  0.48757771
## demo$ethnicity1  0.159615180  0.16150567  0.159615180  0.159615180 -0.15887423
## demo$ethnicity2 -0.042151383 -0.07263825 -0.042151383 -0.042151383  0.08293511
## demo$ethnicity3 -0.195560473 -0.15985357 -0.195560473 -0.195560473  0.15527943
## demo$ethnicity4 -0.139694995 -0.15155012 -0.139694995 -0.139694995  0.14869939
## demo$ethnicity5 -0.134772074 -0.14190034 -0.134772074 -0.134772074  0.14126508
## demo$ethnicity6 -0.093889552 -0.09498935 -0.093889552 -0.093889552  0.08785717
## demo$ethnicity7  0.447296669  0.46514643  0.447296669  0.447296669 -0.48757771
## demo$ethnicity8  0.004241114  0.02207365  0.004241114  0.004241114  0.01198137
## demo$ethnicity9  0.124861259  0.11087347  0.124861259  0.124861259 -0.11545128
##                          40           41          42           43           44
## (Intercept)      0.20152024  0.195560473  0.20152024  0.194934544  0.194934544
## demo$ethnicity1  0.16150567  0.159615180  0.16150567  0.160181572  0.160181572
## demo$ethnicity2 -0.07263825 -0.042151383 -0.07263825 -0.054011508 -0.054011508
## demo$ethnicity3 -0.15985357 -0.195560473 -0.15985357 -0.173657948 -0.173657948
## demo$ethnicity4 -0.15155012 -0.139694995 -0.15155012 -0.147028029 -0.147028029
## demo$ethnicity5 -0.14190034 -0.134772074 -0.14190034 -0.141925599 -0.141925599
## demo$ethnicity6 -0.09498935 -0.093889552 -0.09498935 -0.098214422 -0.098214422
## demo$ethnicity7  0.46514643  0.447296669  0.46514643  0.460237870  0.460237870
## demo$ethnicity8  0.02207365  0.004241114  0.02207365  0.009833051  0.009833051
## demo$ethnicity9  0.11087347  0.124861259  0.11087347  0.121474041  0.121474041
##                          45          46          47           48           49
## (Intercept)      0.20152024  0.26717920  0.22185496  0.357124557  0.195560473
## demo$ethnicity1  0.16150567  0.07555850  0.14160177 -0.027946219  0.159615180
## demo$ethnicity2 -0.07263825 -0.05051253 -0.08966702 -0.004129165 -0.042151383
## demo$ethnicity3 -0.15985357 -0.05665288 -0.08549133  0.036814837 -0.195560473
## demo$ethnicity4 -0.15155012 -0.06557817 -0.12571932  0.028270005 -0.139694995
## demo$ethnicity5 -0.14190034 -0.06038742 -0.11495558  0.027897276 -0.134772074
## demo$ethnicity6 -0.09498935 -0.01521833 -0.05853596  0.032892991 -0.093889552
## demo$ethnicity7  0.46514643  0.23282080  0.39352965 -0.023791223  0.447296669
## demo$ethnicity8  0.02207365 -0.08156712 -0.04859915 -0.111132421  0.004241114
## demo$ethnicity9  0.11087347  0.06892220  0.09539699  0.009822222  0.124861259
##                          50          51          52          53          54
## (Intercept)      0.19987250  0.40125832  0.21514315  0.20152024  0.45300775
## demo$ethnicity1  0.15530315 -0.12350274  0.13753354  0.16150567 -0.16367386
## demo$ethnicity2 -0.05782704  0.05171974 -0.05687512 -0.07263825  0.08608275
## demo$ethnicity3 -0.15639424  0.08261265 -0.11990505 -0.15985357  0.13319914
## demo$ethnicity4 -0.14449337  0.07456693 -0.11067278 -0.15155012  0.12600597
## demo$ethnicity5 -0.12942226  0.07560561 -0.10508403 -0.14190034  0.11789309
## demo$ethnicity6 -0.08511917  0.05962593 -0.05498860 -0.09498935  0.07717320
## demo$ethnicity7  0.44298464 -0.17048909  0.36819018  0.46514643 -0.36209866
## demo$ethnicity8 -0.01488573 -0.05107677 -0.07170529  0.02207365 -0.02253156
## demo$ethnicity9  0.12054923 -0.07311147  0.10923548  0.11087347 -0.10782390
##                           55           56          57           58           59
## (Intercept)      0.195560473  0.200655646  0.20410986  0.195560473  0.195560473
## demo$ethnicity1  0.159615180  0.154350937  0.15089672  0.159615180  0.159615180
## demo$ethnicity2 -0.042151383 -0.045920985 -0.06100311 -0.042151383 -0.042151383
## demo$ethnicity3 -0.195560473 -0.178433424 -0.13744320 -0.195560473 -0.195560473
## demo$ethnicity4 -0.139694995 -0.132170247 -0.13613440 -0.139694995 -0.139694995
## demo$ethnicity5 -0.134772074 -0.132116060 -0.12569374 -0.134772074 -0.134772074
## demo$ethnicity6 -0.093889552 -0.088584545 -0.07598473 -0.093889552 -0.093889552
## demo$ethnicity7  0.447296669  0.428973984  0.42551976  0.447296669  0.447296669
## demo$ethnicity8  0.004241114 -0.006177425 -0.03993467  0.004241114  0.004241114
## demo$ethnicity9  0.124861259  0.123758684  0.12030446  0.124861259  0.124861259
##                           60          61          62          63           64
## (Intercept)      0.368783312  0.20152024  0.19987250  0.23110859  0.194934544
## demo$ethnicity1 -0.039604974  0.16150567  0.15530315  0.13537215  0.160181572
## demo$ethnicity2  0.009212080 -0.07263825 -0.05782704 -0.05905390 -0.054011508
## demo$ethnicity3  0.025156082 -0.15985357 -0.15639424 -0.10915737 -0.173657948
## demo$ethnicity4  0.024547758 -0.15155012 -0.14449337 -0.09948020 -0.147028029
## demo$ethnicity5  0.025497779 -0.14190034 -0.12942226 -0.10032473 -0.141925599
## demo$ethnicity6  0.021234235 -0.09498935 -0.08511917 -0.05254716 -0.098214422
## demo$ethnicity7 -0.035449979  0.46514643  0.44298464  0.33410880  0.460237870
## demo$ethnicity8 -0.052615738  0.02207365 -0.01488573 -0.07765514  0.009833051
## demo$ethnicity9 -0.001836533  0.11087347  0.12054923  0.11660772  0.121474041
##                          65            66          67          68          69
## (Intercept)      0.19987250  0.2000224956  0.20152024  0.19987250  0.20152024
## demo$ethnicity1  0.15530315  0.1551531583  0.16150567  0.15530315  0.16150567
## demo$ethnicity2 -0.05782704 -0.0579770410 -0.07263825 -0.05782704 -0.07263825
## demo$ethnicity3 -0.15639424 -0.1565442347 -0.15985357 -0.15639424 -0.15985357
## demo$ethnicity4 -0.14449337 -0.1399152352 -0.15155012 -0.14449337 -0.15155012
## demo$ethnicity5 -0.12942226 -0.1395610369 -0.14190034 -0.12942226 -0.14190034
## demo$ethnicity6 -0.08511917 -0.0931770667 -0.09498935 -0.08511917 -0.09498935
## demo$ethnicity7  0.44298464  0.4428346473  0.46514643  0.44298464  0.46514643
## demo$ethnicity8 -0.01488573 -0.0002209083  0.02207365 -0.01488573  0.02207365
## demo$ethnicity9  0.12054923  0.1203992369  0.11087347  0.12054923  0.11087347
##                           70           71          72          73           74
## (Intercept)      0.195560473  0.194934544  0.20924288  0.20152024  0.195560473
## demo$ethnicity1  0.159615180  0.160181572  0.14532497  0.16150567  0.159615180
## demo$ethnicity2 -0.042151383 -0.054011508 -0.06515018 -0.07263825 -0.042151383
## demo$ethnicity3 -0.195560473 -0.173657948 -0.11833379 -0.15985357 -0.195560473
## demo$ethnicity4 -0.139694995 -0.147028029 -0.12814652 -0.15155012 -0.139694995
## demo$ethnicity5 -0.134772074 -0.141925599 -0.11738278 -0.14190034 -0.134772074
## demo$ethnicity6 -0.093889552 -0.098214422 -0.06726332 -0.09498935 -0.093889552
## demo$ethnicity7  0.447296669  0.460237870  0.40614174  0.46514643  0.447296669
## demo$ethnicity8  0.004241114  0.009833051 -0.05149094  0.02207365  0.004241114
## demo$ethnicity9  0.124861259  0.121474041  0.10800907  0.11087347  0.124861259
##                          75          76           77           78          79
## (Intercept)      0.20152024  0.20152024  0.195560473  0.195560473  0.21180736
## demo$ethnicity1  0.16150567  0.16150567  0.159615180  0.159615180  0.14276048
## demo$ethnicity2 -0.07263825 -0.07263825 -0.042151383 -0.042151383 -0.04390514
## demo$ethnicity3 -0.15985357 -0.15985357 -0.195560473 -0.195560473 -0.16635282
## demo$ethnicity4 -0.15155012 -0.15155012 -0.139694995 -0.139694995 -0.12941600
## demo$ethnicity5 -0.14190034 -0.14190034 -0.134772074 -0.134772074 -0.11429830
## demo$ethnicity6 -0.09498935 -0.09498935 -0.093889552 -0.093889552 -0.07237110
## demo$ethnicity7  0.46514643  0.46514643  0.447296669  0.447296669  0.40357725
## demo$ethnicity8  0.02207365  0.02207365  0.004241114  0.004241114 -0.02188488
## demo$ethnicity9  0.11087347  0.11087347  0.124861259  0.124861259  0.11655570
##                           80           81          82            83          84
## (Intercept)      0.195560473  0.195560473  0.21549175  0.2000224956  0.20571369
## demo$ethnicity1  0.159615180  0.159615180  0.13907610  0.1551531583  0.14885415
## demo$ethnicity2 -0.042151383 -0.042151383 -0.05949429 -0.0579770410 -0.04971623
## demo$ethnicity3 -0.195560473 -0.195560473 -0.12458266 -0.1565442347 -0.16025915
## demo$ethnicity4 -0.139694995 -0.139694995 -0.12869738 -0.1399152352 -0.12408206
## demo$ethnicity5 -0.134772074 -0.134772074 -0.11834064 -0.1395610369 -0.12395460
## demo$ethnicity6 -0.093889552 -0.093889552 -0.06790677 -0.0931770667 -0.08016206
## demo$ethnicity7  0.447296669  0.447296669  0.39989287  0.4428346473  0.40967092
## demo$ethnicity8  0.004241114  0.004241114 -0.04107314 -0.0002209083 -0.01695400
## demo$ethnicity9  0.124861259  0.124861259  0.11287131  0.1203992369  0.11153826
##                          85           86           87          88           89
## (Intercept)      0.20152024  0.194934544  0.200655646  0.48757771  0.194934544
## demo$ethnicity1  0.16150567  0.160181572  0.154350937 -0.15887423  0.160181572
## demo$ethnicity2 -0.07263825 -0.054011508 -0.045920985  0.08293511 -0.054011508
## demo$ethnicity3 -0.15985357 -0.173657948 -0.178433424  0.15527943 -0.173657948
## demo$ethnicity4 -0.15155012 -0.147028029 -0.132170247  0.14869939 -0.147028029
## demo$ethnicity5 -0.14190034 -0.141925599 -0.132116060  0.14126508 -0.141925599
## demo$ethnicity6 -0.09498935 -0.098214422 -0.088584545  0.08785717 -0.098214422
## demo$ethnicity7  0.46514643  0.460237870  0.428973984 -0.48757771  0.460237870
## demo$ethnicity8  0.02207365  0.009833051 -0.006177425  0.01198137  0.009833051
## demo$ethnicity9  0.11087347  0.121474041  0.123758684 -0.11545128  0.121474041
##                          90           91          92           93          94
## (Intercept)      0.23883276  0.194934544  0.20152024  0.194934544  0.21459064
## demo$ethnicity1  0.11226337  0.160181572  0.16150567  0.160181572  0.13921999
## demo$ethnicity2 -0.06677807 -0.054011508 -0.07263825 -0.054011508 -0.06960419
## demo$ethnicity3 -0.06810105 -0.173657948 -0.15985357 -0.173657948 -0.09831157
## demo$ethnicity4 -0.10253710 -0.147028029 -0.15155012 -0.147028029 -0.11981588
## demo$ethnicity5 -0.09720879 -0.141925599 -0.14190034 -0.141925599 -0.11400392
## demo$ethnicity6 -0.04253384 -0.098214422 -0.09498935 -0.098214422 -0.06092263
## demo$ethnicity7  0.32638464  0.460237870  0.46514643  0.460237870  0.38540936
## demo$ethnicity8 -0.06736128  0.009833051  0.02207365  0.009833051 -0.06373383
## demo$ethnicity9  0.08888355  0.121474041  0.11087347  0.121474041  0.10628478
##                          95          96          97          98           99
## (Intercept)      0.24673478  0.20152024  0.20152024  0.45300775  0.194934544
## demo$ethnicity1  0.11524423  0.16150567  0.16150567 -0.16367386  0.160181572
## demo$ethnicity2 -0.08846676 -0.07263825 -0.07263825  0.08608275 -0.054011508
## demo$ethnicity3 -0.05625859 -0.15985357 -0.15985357  0.13319914 -0.173657948
## demo$ethnicity4 -0.10392042 -0.15155012 -0.15155012  0.12600597 -0.147028029
## demo$ethnicity5 -0.09936808 -0.14190034 -0.14190034  0.11789309 -0.141925599
## demo$ethnicity6 -0.04117836 -0.09498935 -0.09498935  0.07717320 -0.098214422
## demo$ethnicity7  0.33659855  0.46514643  0.46514643 -0.36209866  0.460237870
## demo$ethnicity8 -0.05194904  0.02207365  0.02207365 -0.02253156  0.009833051
## demo$ethnicity9  0.07764384  0.11087347  0.11087347 -0.10782390  0.121474041
##                         100         101         102         103         104
## (Intercept)      0.20662218  0.20152024  0.20674608  0.22798893  0.25385019
## demo$ethnicity1  0.15682727  0.16150567  0.15670337  0.12310720  0.09238992
## demo$ethnicity2 -0.07681026 -0.07263825 -0.07693415 -0.05593424 -0.05261800
## demo$ethnicity3 -0.14279239 -0.15985357 -0.14291629 -0.10603771 -0.07436301
## demo$ethnicity4 -0.14462977 -0.15155012 -0.14475367 -0.10253338 -0.07674113
## demo$ethnicity5 -0.13469642 -0.14190034 -0.13965124 -0.09026062 -0.07119750
## demo$ethnicity6 -0.08741909 -0.09498935 -0.09004612 -0.04641090 -0.02643320
## demo$ethnicity7  0.44855023  0.46514643  0.44842634  0.33722847  0.26995934
## demo$ethnicity8  0.01263817  0.02207365  0.01251427 -0.07453547 -0.07931384
## demo$ethnicity9  0.09936974  0.11087347  0.10966251  0.09972738  0.07980633
##                          105         106         107         108          109
## (Intercept)      0.194934544  0.21459064  0.20506068  0.20410986  0.194934544
## demo$ethnicity1  0.160181572  0.13921999  0.14994590  0.15089672  0.160181572
## demo$ethnicity2 -0.054011508 -0.06960419 -0.06195393 -0.06100311 -0.054011508
## demo$ethnicity3 -0.173657948 -0.09831157 -0.13839402 -0.13744320 -0.173657948
## demo$ethnicity4 -0.147028029 -0.11981588 -0.13708521 -0.13613440 -0.147028029
## demo$ethnicity5 -0.141925599 -0.11400392 -0.12664455 -0.12569374 -0.141925599
## demo$ethnicity6 -0.098214422 -0.06092263 -0.07960935 -0.07598473 -0.098214422
## demo$ethnicity7  0.460237870  0.38540936  0.42456895  0.42551976  0.460237870
## demo$ethnicity8  0.009833051 -0.06373383 -0.02573398 -0.03993467  0.009833051
## demo$ethnicity9  0.121474041  0.10628478  0.11935365  0.12030446  0.121474041
##                         110         111         112         113         114
## (Intercept)      0.20152024  0.20674608  0.20152024  0.20662218  0.20152024
## demo$ethnicity1  0.16150567  0.15670337  0.16150567  0.15682727  0.16150567
## demo$ethnicity2 -0.07263825 -0.07693415 -0.07263825 -0.07681026 -0.07263825
## demo$ethnicity3 -0.15985357 -0.14291629 -0.15985357 -0.14279239 -0.15985357
## demo$ethnicity4 -0.15155012 -0.14475367 -0.15155012 -0.14462977 -0.15155012
## demo$ethnicity5 -0.14190034 -0.13965124 -0.14190034 -0.13469642 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09004612 -0.09498935 -0.08741909 -0.09498935
## demo$ethnicity7  0.46514643  0.44842634  0.46514643  0.44855023  0.46514643
## demo$ethnicity8  0.02207365  0.01251427  0.02207365  0.01263817  0.02207365
## demo$ethnicity9  0.11087347  0.10966251  0.11087347  0.09936974  0.11087347
##                         115          116         117          118          119
## (Intercept)      0.20152024  0.195560473  0.21100967  0.195560473  0.195560473
## demo$ethnicity1  0.16150567  0.159615180  0.15267662  0.159615180  0.159615180
## demo$ethnicity2 -0.07263825 -0.042151383 -0.08032786 -0.042151383 -0.042151383
## demo$ethnicity3 -0.15985357 -0.195560473 -0.12405315 -0.195560473 -0.195560473
## demo$ethnicity4 -0.15155012 -0.139694995 -0.14124058 -0.139694995 -0.139694995
## demo$ethnicity5 -0.14190034 -0.134772074 -0.12616947 -0.134772074 -0.134772074
## demo$ethnicity6 -0.09498935 -0.093889552 -0.07322860 -0.093889552 -0.093889552
## demo$ethnicity7  0.46514643  0.447296669  0.43184747  0.447296669  0.447296669
## demo$ethnicity8  0.02207365  0.004241114 -0.02602290  0.004241114  0.004241114
## demo$ethnicity9  0.11087347  0.124861259  0.10941206  0.124861259  0.124861259
##                          120         121         122         123         124
## (Intercept)      0.200655646  0.20152024  0.20152024  0.20152024  0.23018821
## demo$ethnicity1  0.154350937  0.16150567  0.16150567  0.16150567  0.16678066
## demo$ethnicity2 -0.045920985 -0.07263825 -0.07263825 -0.07263825 -0.05038122
## demo$ethnicity3 -0.178433424 -0.15985357 -0.15985357 -0.15985357 -0.18473366
## demo$ethnicity4 -0.132170247 -0.15155012 -0.15155012 -0.15155012 -0.12576456
## demo$ethnicity5 -0.132116060 -0.14190034 -0.14190034 -0.14190034 -0.12632994
## demo$ethnicity6 -0.088584545 -0.09498935 -0.09498935 -0.09498935 -0.09199689
## demo$ethnicity7  0.428973984  0.46514643  0.46514643  0.46514643  0.38519641
## demo$ethnicity8 -0.006177425  0.02207365  0.02207365  0.02207365  0.01412704
## demo$ethnicity9  0.123758684  0.11087347  0.11087347  0.11087347  0.13388914
##                         125         126          127         128         129
## (Intercept)      0.20410986  0.20152024  0.195560473  0.20471526  0.20152024
## demo$ethnicity1  0.15089672  0.16150567  0.159615180  0.14985258  0.16150567
## demo$ethnicity2 -0.06100311 -0.07263825 -0.042151383 -0.04871780 -0.07263825
## demo$ethnicity3 -0.13744320 -0.15985357 -0.195560473 -0.15926072 -0.15985357
## demo$ethnicity4 -0.13613440 -0.15155012 -0.139694995 -0.12802191 -0.15155012
## demo$ethnicity5 -0.12569374 -0.14190034 -0.134772074 -0.11766517 -0.14190034
## demo$ethnicity6 -0.07598473 -0.09498935 -0.093889552 -0.07082224 -0.09498935
## demo$ethnicity7  0.42551976  0.46514643  0.447296669  0.41066935  0.46514643
## demo$ethnicity8 -0.03993467  0.02207365  0.004241114 -0.04696333  0.02207365
## demo$ethnicity9  0.12030446  0.11087347  0.124861259  0.12364780  0.11087347
##                          130          131          132          133
## (Intercept)      0.194934544  0.206598567  0.195560473  0.210096851
## demo$ethnicity1  0.160181572  0.156850882  0.159615180  0.158243065
## demo$ethnicity2 -0.054011508 -0.076786642 -0.042151383 -0.043734283
## demo$ethnicity3 -0.173657948 -0.142768780 -0.195560473 -0.187874629
## demo$ethnicity4 -0.147028029 -0.149235787 -0.139694995 -0.130500341
## demo$ethnicity5 -0.141925599 -0.129734538 -0.134772074 -0.131338801
## demo$ethnicity6 -0.098214422 -0.082164139 -0.093889552 -0.092672431
## demo$ethnicity7  0.460237870  0.448573847  0.447296669  0.419532779
## demo$ethnicity8  0.009833051 -0.001830972  0.004241114  0.000641532
## demo$ethnicity9  0.121474041  0.109810018  0.124861259  0.131558858
##                          134          135          136           137
## (Intercept)      0.194934544  0.195560473  0.195560473  0.2000224956
## demo$ethnicity1  0.160181572  0.159615180  0.159615180  0.1551531583
## demo$ethnicity2 -0.054011508 -0.042151383 -0.042151383 -0.0579770410
## demo$ethnicity3 -0.173657948 -0.195560473 -0.195560473 -0.1565442347
## demo$ethnicity4 -0.147028029 -0.139694995 -0.139694995 -0.1399152352
## demo$ethnicity5 -0.141925599 -0.134772074 -0.134772074 -0.1395610369
## demo$ethnicity6 -0.098214422 -0.093889552 -0.093889552 -0.0931770667
## demo$ethnicity7  0.460237870  0.447296669  0.447296669  0.4428346473
## demo$ethnicity8  0.009833051  0.004241114  0.004241114 -0.0002209083
## demo$ethnicity9  0.121474041  0.124861259  0.124861259  0.1203992369
##                         138         139          140          141         142
## (Intercept)      0.20152024  0.20152024  0.195560473  0.194934544  0.20152024
## demo$ethnicity1  0.16150567  0.16150567  0.159615180  0.160181572  0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.042151383 -0.054011508 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.195560473 -0.173657948 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.139694995 -0.147028029 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.134772074 -0.141925599 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.093889552 -0.098214422 -0.09498935
## demo$ethnicity7  0.46514643  0.46514643  0.447296669  0.460237870  0.46514643
## demo$ethnicity8  0.02207365  0.02207365  0.004241114  0.009833051  0.02207365
## demo$ethnicity9  0.11087347  0.11087347  0.124861259  0.121474041  0.11087347
##                         143          144          145          146         147
## (Intercept)      0.20152024  0.194934544  0.195560473  0.194934544  0.20152024
## demo$ethnicity1  0.16150567  0.160181572  0.159615180  0.160181572  0.16150567
## demo$ethnicity2 -0.07263825 -0.054011508 -0.042151383 -0.054011508 -0.07263825
## demo$ethnicity3 -0.15985357 -0.173657948 -0.195560473 -0.173657948 -0.15985357
## demo$ethnicity4 -0.15155012 -0.147028029 -0.139694995 -0.147028029 -0.15155012
## demo$ethnicity5 -0.14190034 -0.141925599 -0.134772074 -0.141925599 -0.14190034
## demo$ethnicity6 -0.09498935 -0.098214422 -0.093889552 -0.098214422 -0.09498935
## demo$ethnicity7  0.46514643  0.460237870  0.447296669  0.460237870  0.46514643
## demo$ethnicity8  0.02207365  0.009833051  0.004241114  0.009833051  0.02207365
## demo$ethnicity9  0.11087347  0.121474041  0.124861259  0.121474041  0.11087347
##                         148         149         150          151         152
## (Intercept)      0.23630187  0.48757771  0.21514315  0.194934544  0.20152024
## demo$ethnicity1  0.11479426 -0.15887423  0.13753354  0.160181572  0.16150567
## demo$ethnicity2 -0.05142666  0.08293511 -0.05687512 -0.054011508 -0.07263825
## demo$ethnicity3 -0.11435065  0.15527943 -0.11990505 -0.173657948 -0.15985357
## demo$ethnicity4 -0.09850064  0.14869939 -0.11067278 -0.147028029 -0.15155012
## demo$ethnicity5 -0.08732000  0.14126508 -0.10508403 -0.141925599 -0.14190034
## demo$ethnicity6 -0.04875842  0.08785717 -0.05498860 -0.098214422 -0.09498935
## demo$ethnicity7  0.32891552 -0.48757771  0.36819018  0.460237870  0.46514643
## demo$ethnicity8 -0.04816373  0.01198137 -0.07170529  0.009833051  0.02207365
## demo$ethnicity9  0.09141444 -0.11545128  0.10923548  0.121474041  0.11087347
##                         153          154         155         156         157
## (Intercept)      0.20152024  0.194934544  0.20152024  0.20152024  0.20152024
## demo$ethnicity1  0.16150567  0.160181572  0.16150567  0.16150567  0.16150567
## demo$ethnicity2 -0.07263825 -0.054011508 -0.07263825 -0.07263825 -0.07263825
## demo$ethnicity3 -0.15985357 -0.173657948 -0.15985357 -0.15985357 -0.15985357
## demo$ethnicity4 -0.15155012 -0.147028029 -0.15155012 -0.15155012 -0.15155012
## demo$ethnicity5 -0.14190034 -0.141925599 -0.14190034 -0.14190034 -0.14190034
## demo$ethnicity6 -0.09498935 -0.098214422 -0.09498935 -0.09498935 -0.09498935
## demo$ethnicity7  0.46514643  0.460237870  0.46514643  0.46514643  0.46514643
## demo$ethnicity8  0.02207365  0.009833051  0.02207365  0.02207365  0.02207365
## demo$ethnicity9  0.11087347  0.121474041  0.11087347  0.11087347  0.11087347
##                         158         159         160         161         162
## (Intercept)      0.20152024  0.22711097  0.26050672  0.20152024  0.20152024
## demo$ethnicity1  0.16150567  0.12398515  0.10011321  0.16150567  0.16150567
## demo$ethnicity2 -0.07263825 -0.05505628 -0.08845203 -0.07263825 -0.07263825
## demo$ethnicity3 -0.15985357 -0.10515975 -0.04099453 -0.15985357 -0.15985357
## demo$ethnicity4 -0.15155012 -0.10165543 -0.09573427 -0.15155012 -0.15155012
## demo$ethnicity5 -0.14190034 -0.09632711 -0.08455363 -0.14190034 -0.14190034
## demo$ethnicity6 -0.09498935 -0.04553295 -0.03240350 -0.09498935 -0.09498935
## demo$ethnicity7  0.46514643  0.33810642  0.30471067  0.46514643  0.46514643
## demo$ethnicity8  0.02207365 -0.07365752 -0.05435056  0.02207365  0.02207365
## demo$ethnicity9  0.11087347  0.10060533  0.06720959  0.11087347  0.11087347
##                          163          164         165          166          167
## (Intercept)      0.195560473  0.194934544  0.20152024  0.210096851  0.194934544
## demo$ethnicity1  0.159615180  0.160181572  0.16150567  0.158243065  0.160181572
## demo$ethnicity2 -0.042151383 -0.054011508 -0.07263825 -0.043734283 -0.054011508
## demo$ethnicity3 -0.195560473 -0.173657948 -0.15985357 -0.187874629 -0.173657948
## demo$ethnicity4 -0.139694995 -0.147028029 -0.15155012 -0.130500341 -0.147028029
## demo$ethnicity5 -0.134772074 -0.141925599 -0.14190034 -0.131338801 -0.141925599
## demo$ethnicity6 -0.093889552 -0.098214422 -0.09498935 -0.092672431 -0.098214422
## demo$ethnicity7  0.447296669  0.460237870  0.46514643  0.419532779  0.460237870
## demo$ethnicity8  0.004241114  0.009833051  0.02207365  0.000641532  0.009833051
## demo$ethnicity9  0.124861259  0.121474041  0.11087347  0.131558858  0.121474041
##                         168         169          170         171         172
## (Intercept)      0.20152024  0.20152024  0.194934544  0.20152024  0.20924288
## demo$ethnicity1  0.16150567  0.16150567  0.160181572  0.16150567  0.14532497
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.07263825 -0.06515018
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.15985357 -0.11833379
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.15155012 -0.12814652
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.14190034 -0.11738278
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.09498935 -0.06726332
## demo$ethnicity7  0.46514643  0.46514643  0.460237870  0.46514643  0.40614174
## demo$ethnicity8  0.02207365  0.02207365  0.009833051  0.02207365 -0.05149094
## demo$ethnicity9  0.11087347  0.11087347  0.121474041  0.11087347  0.10800907
##                          173         174          175          176         177
## (Intercept)      0.195560473  0.20152024  0.211963553  0.194934544  0.42945911
## demo$ethnicity1  0.159615180  0.16150567  0.151722739  0.160181572 -0.14523041
## demo$ethnicity2 -0.042151383 -0.07263825 -0.081281735 -0.054011508  0.07973207
## demo$ethnicity3 -0.195560473 -0.15985357 -0.125007031 -0.173657948  0.10387422
## demo$ethnicity4 -0.139694995 -0.15155012 -0.137466324 -0.147028029  0.09620098
## demo$ethnicity5 -0.134772074 -0.14190034 -0.132173854 -0.141925599  0.09813717
## demo$ethnicity6 -0.093889552 -0.09498935 -0.082147217 -0.098214422  0.06742311
## demo$ethnicity7  0.447296669  0.46514643  0.430893590  0.460237870 -0.26279244
## demo$ethnicity8  0.004241114  0.02207365  0.002652849  0.009833051 -0.01986583
## demo$ethnicity9  0.124861259  0.11087347  0.097819882  0.121474041 -0.11007067
##                         178         179          180          181         182
## (Intercept)      0.22711097  0.21726639  0.194934544  0.195560473  0.23950009
## demo$ethnicity1  0.12398515  0.14643584  0.160181572  0.159615180  0.11159603
## demo$ethnicity2 -0.05505628 -0.08578755 -0.054011508 -0.042151383 -0.06744540
## demo$ethnicity3 -0.10515975 -0.10615528 -0.173657948 -0.195560473 -0.06876838
## demo$ethnicity4 -0.10165543 -0.13458346 -0.147028029 -0.139694995 -0.09703160
## demo$ethnicity5 -0.09632711 -0.11909230 -0.141925599 -0.134772074 -0.09787612
## demo$ethnicity6 -0.04553295 -0.06833455 -0.098214422 -0.093889552 -0.04320118
## demo$ethnicity7  0.33810642  0.41236324  0.460237870  0.447296669  0.32571730
## demo$ethnicity8 -0.07365752 -0.02278817  0.009833051  0.004241114 -0.06802862
## demo$ethnicity9  0.10060533  0.09627837  0.121474041  0.124861259  0.08821622
##                          183          184         185          186          187
## (Intercept)      0.194934544  0.195560473  0.20152024  0.194934544  0.195560473
## demo$ethnicity1  0.160181572  0.159615180  0.16150567  0.160181572  0.159615180
## demo$ethnicity2 -0.054011508 -0.042151383 -0.07263825 -0.054011508 -0.042151383
## demo$ethnicity3 -0.173657948 -0.195560473 -0.15985357 -0.173657948 -0.195560473
## demo$ethnicity4 -0.147028029 -0.139694995 -0.15155012 -0.147028029 -0.139694995
## demo$ethnicity5 -0.141925599 -0.134772074 -0.14190034 -0.141925599 -0.134772074
## demo$ethnicity6 -0.098214422 -0.093889552 -0.09498935 -0.098214422 -0.093889552
## demo$ethnicity7  0.460237870  0.447296669  0.46514643  0.460237870  0.447296669
## demo$ethnicity8  0.009833051  0.004241114  0.02207365  0.009833051  0.004241114
## demo$ethnicity9  0.121474041  0.124861259  0.11087347  0.121474041  0.124861259
##                         188         189         190          191         192
## (Intercept)      0.36281198  0.20152024  0.20152024  0.195560473  0.20152024
## demo$ethnicity1  0.01358858  0.16150567  0.16150567  0.159615180  0.16150567
## demo$ethnicity2 -0.05981659 -0.07263825 -0.07263825 -0.042151383 -0.07263825
## demo$ethnicity3  0.03112741 -0.15985357 -0.15985357 -0.195560473 -0.15985357
## demo$ethnicity4  0.02258258 -0.15155012 -0.15155012 -0.139694995 -0.15155012
## demo$ethnicity5  0.01295059 -0.14190034 -0.14190034 -0.134772074 -0.14190034
## demo$ethnicity6  0.03076344 -0.09498935 -0.09498935 -0.093889552 -0.09498935
## demo$ethnicity7 -0.02947865  0.46514643  0.46514643  0.447296669  0.46514643
## demo$ethnicity8 -0.08173213  0.02207365  0.02207365  0.004241114  0.02207365
## demo$ethnicity9  0.03354656  0.11087347  0.11087347  0.124861259  0.11087347
##                         193         194          195         196          197
## (Intercept)      0.20152024  0.20152024  0.194934544  0.20152024  0.194934544
## demo$ethnicity1  0.16150567  0.16150567  0.160181572  0.16150567  0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.07263825 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.15985357 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.15155012 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.14190034 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.09498935 -0.098214422
## demo$ethnicity7  0.46514643  0.46514643  0.460237870  0.46514643  0.460237870
## demo$ethnicity8  0.02207365  0.02207365  0.009833051  0.02207365  0.009833051
## demo$ethnicity9  0.11087347  0.11087347  0.121474041  0.11087347  0.121474041
##                         198         199         200         201          202
## (Intercept)      0.20471526  0.20152024  0.20152024  0.20662218  0.195560473
## demo$ethnicity1  0.14985258  0.16150567  0.16150567  0.15682727  0.159615180
## demo$ethnicity2 -0.04871780 -0.07263825 -0.07263825 -0.07681026 -0.042151383
## demo$ethnicity3 -0.15926072 -0.15985357 -0.15985357 -0.14279239 -0.195560473
## demo$ethnicity4 -0.12802191 -0.15155012 -0.15155012 -0.14462977 -0.139694995
## demo$ethnicity5 -0.11766517 -0.14190034 -0.14190034 -0.13469642 -0.134772074
## demo$ethnicity6 -0.07082224 -0.09498935 -0.09498935 -0.08741909 -0.093889552
## demo$ethnicity7  0.41066935  0.46514643  0.46514643  0.44855023  0.447296669
## demo$ethnicity8 -0.04696333  0.02207365  0.02207365  0.01263817  0.004241114
## demo$ethnicity9  0.12364780  0.11087347  0.11087347  0.09936974  0.124861259
##                          203         204          205         206         207
## (Intercept)      0.194934544  0.20152024  0.215418777  0.48757771  0.20413469
## demo$ethnicity1  0.160181572  0.16150567  0.152942170 -0.15887423  0.15087189
## demo$ethnicity2 -0.054011508 -0.07263825 -0.047516553  0.08293511 -0.06102794
## demo$ethnicity3 -0.173657948 -0.15985357 -0.169964232  0.15527943 -0.13746803
## demo$ethnicity4 -0.147028029 -0.15155012 -0.122391139  0.14869939 -0.13132831
## demo$ethnicity5 -0.141925599 -0.14190034 -0.123200723  0.14126508 -0.13088652
## demo$ethnicity6 -0.098214422 -0.09498935 -0.084389054  0.08785717 -0.08148448
## demo$ethnicity7  0.460237870  0.46514643  0.399965838 -0.48757771  0.42549494
## demo$ethnicity8  0.009833051  0.02207365 -0.009992421  0.01198137 -0.02480799
## demo$ethnicity9  0.121474041  0.11087347  0.119690316 -0.11545128  0.10941007
##                         208         209         210          211          212
## (Intercept)      0.20152024  0.20152024  0.20939808  0.194934544  0.195560473
## demo$ethnicity1  0.16150567  0.16150567  0.14516977  0.160181572  0.159615180
## demo$ethnicity2 -0.07263825 -0.07263825 -0.06530538 -0.054011508 -0.042151383
## demo$ethnicity3 -0.15985357 -0.15985357 -0.11848899 -0.173657948 -0.195560473
## demo$ethnicity4 -0.15155012 -0.15155012 -0.12336345 -0.147028029 -0.139694995
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12799694 -0.141925599 -0.134772074
## demo$ethnicity6 -0.09498935 -0.09498935 -0.07569774 -0.098214422 -0.093889552
## demo$ethnicity7  0.46514643  0.46514643  0.40598654  0.460237870  0.447296669
## demo$ethnicity8  0.02207365  0.02207365 -0.03614226  0.009833051  0.004241114
## demo$ethnicity9  0.11087347  0.11087347  0.10785387  0.121474041  0.124861259
##                         213         214         215         216         217
## (Intercept)      0.20152024  0.20152024  0.20571369  0.20662218  0.20152024
## demo$ethnicity1  0.16150567  0.16150567  0.14885415  0.15682727  0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.04971623 -0.07681026 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.16025915 -0.14279239 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.12408206 -0.14462977 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12395460 -0.13469642 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.08016206 -0.08741909 -0.09498935
## demo$ethnicity7  0.46514643  0.46514643  0.40967092  0.44855023  0.46514643
## demo$ethnicity8  0.02207365  0.02207365 -0.01695400  0.01263817  0.02207365
## demo$ethnicity9  0.11087347  0.11087347  0.11153826  0.09936974  0.11087347
##                         218          219          220         221         222
## (Intercept)      0.20152024  0.194934544  0.194934544  0.20996089  0.20152024
## demo$ethnicity1  0.16150567  0.160181572  0.160181572  0.14384975  0.16150567
## demo$ethnicity2 -0.07263825 -0.054011508 -0.054011508 -0.05277932 -0.07263825
## demo$ethnicity3 -0.15985357 -0.173657948 -0.173657948 -0.14019345 -0.15985357
## demo$ethnicity4 -0.15155012 -0.147028029 -0.147028029 -0.11967409 -0.15155012
## demo$ethnicity5 -0.14190034 -0.141925599 -0.141925599 -0.11429003 -0.14190034
## demo$ethnicity6 -0.09498935 -0.098214422 -0.098214422 -0.06456914 -0.09498935
## demo$ethnicity7  0.46514643  0.460237870  0.460237870  0.39003911  0.46514643
## demo$ethnicity8  0.02207365  0.009833051  0.009833051 -0.05910408  0.02207365
## demo$ethnicity9  0.11087347  0.121474041  0.121474041  0.12227817  0.11087347
##                          223          224         225         226         227
## (Intercept)      0.194934544  0.195560473  0.20050309  0.20152024  0.20152024
## demo$ethnicity1  0.160181572  0.159615180  0.15450350  0.16150567  0.16150567
## demo$ethnicity2 -0.054011508 -0.042151383 -0.04576842 -0.07263825 -0.07263825
## demo$ethnicity3 -0.173657948 -0.195560473 -0.17828086 -0.15985357 -0.15985357
## demo$ethnicity4 -0.147028029 -0.139694995 -0.13684860 -0.15155012 -0.15155012
## demo$ethnicity5 -0.141925599 -0.134772074 -0.12174504 -0.14190034 -0.14190034
## demo$ethnicity6 -0.098214422 -0.093889552 -0.08034269 -0.09498935 -0.09498935
## demo$ethnicity7  0.460237870  0.447296669  0.42912654  0.46514643  0.46514643
## demo$ethnicity8  0.009833051  0.004241114 -0.02117638  0.02207365  0.02207365
## demo$ethnicity9  0.121474041  0.124861259  0.12391124  0.11087347  0.11087347
##                         228         229         230         231          232
## (Intercept)      0.20152024  0.20152024  0.19987250  0.20662218  0.194934544
## demo$ethnicity1  0.16150567  0.16150567  0.15530315  0.15682727  0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.05782704 -0.07681026 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.15639424 -0.14279239 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.14449337 -0.14462977 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12942226 -0.13469642 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.08511917 -0.08741909 -0.098214422
## demo$ethnicity7  0.46514643  0.46514643  0.44298464  0.44855023  0.460237870
## demo$ethnicity8  0.02207365  0.02207365 -0.01488573  0.01263817  0.009833051
## demo$ethnicity9  0.11087347  0.11087347  0.12054923  0.09936974  0.121474041
##                          233         234         235         236         237
## (Intercept)      0.195560473  0.25306075  0.48757771  0.21514315  0.19909282
## demo$ethnicity1  0.159615180  0.09317935 -0.15887423  0.13753354  0.15608283
## demo$ethnicity2 -0.042151383 -0.05182857  0.08293511 -0.05687512 -0.05704737
## demo$ethnicity3 -0.195560473 -0.07357358  0.15527943 -0.11990505 -0.15561456
## demo$ethnicity4 -0.139694995 -0.07595170  0.14869939 -0.11067278 -0.13898556
## demo$ethnicity5 -0.134772074 -0.07781548  0.14126508 -0.10508403 -0.13863137
## demo$ethnicity6 -0.093889552 -0.02564377  0.08785717 -0.05498860 -0.08963302
## demo$ethnicity7  0.447296669  0.27074877 -0.48757771  0.36819018  0.44376432
## demo$ethnicity8  0.004241114 -0.07852441  0.01198137 -0.07170529 -0.01410605
## demo$ethnicity9  0.124861259  0.08059576 -0.11545128  0.10923548  0.12132891
##                         238         239         240         241          242
## (Intercept)      0.20998705  0.20674608  0.20674608  0.21459064  0.194934544
## demo$ethnicity1  0.14382358  0.15670337  0.15670337  0.13921999  0.160181572
## demo$ethnicity2 -0.05280548 -0.07693415 -0.07693415 -0.06960419 -0.054011508
## demo$ethnicity3 -0.14021961 -0.14291629 -0.14291629 -0.09831157 -0.173657948
## demo$ethnicity4 -0.11464975 -0.14475367 -0.14475367 -0.11981588 -0.147028029
## demo$ethnicity5 -0.11973625 -0.13965124 -0.13965124 -0.11400392 -0.141925599
## demo$ethnicity6 -0.07033760 -0.09004612 -0.09004612 -0.06092263 -0.098214422
## demo$ethnicity7  0.39001295  0.44842634  0.44842634  0.38540936  0.460237870
## demo$ethnicity8 -0.04325723  0.01251427  0.01251427 -0.06373383  0.009833051
## demo$ethnicity9  0.11088837  0.10966251  0.10966251  0.10628478  0.121474041
##                         243         244          245          246         247
## (Intercept)      0.20152024  0.20152024  0.194934544  0.195560473  0.20152024
## demo$ethnicity1  0.16150567  0.16150567  0.160181572  0.159615180  0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.042151383 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.195560473 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.139694995 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.134772074 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.093889552 -0.09498935
## demo$ethnicity7  0.46514643  0.46514643  0.460237870  0.447296669  0.46514643
## demo$ethnicity8  0.02207365  0.02207365  0.009833051  0.004241114  0.02207365
## demo$ethnicity9  0.11087347  0.11087347  0.121474041  0.124861259  0.11087347
##                           248         249          250         251          252
## (Intercept)      0.2000224956  0.21514315  0.195560473  0.20937260  0.230197341
## demo$ethnicity1  0.1551531583  0.13753354  0.159615180  0.14519525  0.133504895
## demo$ethnicity2 -0.0579770410 -0.05687512 -0.042151383 -0.06527990 -0.075462680
## demo$ethnicity3 -0.1565442347 -0.11990505 -0.195560473 -0.11846351 -0.119086230
## demo$ethnicity4 -0.1399152352 -0.11067278 -0.139694995 -0.12827624 -0.130847745
## demo$ethnicity5 -0.1395610369 -0.10508403 -0.134772074 -0.12268046 -0.116636823
## demo$ethnicity6 -0.0931770667 -0.05498860 -0.093889552 -0.07006684 -0.067701282
## demo$ethnicity7  0.4428346473  0.36819018  0.447296669  0.40601202  0.399432289
## demo$ethnicity8 -0.0002209083 -0.07170529  0.004241114 -0.05162066 -0.003198795
## demo$ethnicity9  0.1203992369  0.10923548  0.124861259  0.11899046  0.094216989
##                         253         254         255         256         257
## (Intercept)      0.20996089  0.20152024  0.21514315  0.21459064  0.20152024
## demo$ethnicity1  0.14384975  0.16150567  0.13753354  0.13921999  0.16150567
## demo$ethnicity2 -0.05277932 -0.07263825 -0.05687512 -0.06960419 -0.07263825
## demo$ethnicity3 -0.14019345 -0.15985357 -0.11990505 -0.09831157 -0.15985357
## demo$ethnicity4 -0.11967409 -0.15155012 -0.11067278 -0.11981588 -0.15155012
## demo$ethnicity5 -0.11429003 -0.14190034 -0.10508403 -0.11400392 -0.14190034
## demo$ethnicity6 -0.06456914 -0.09498935 -0.05498860 -0.06092263 -0.09498935
## demo$ethnicity7  0.39003911  0.46514643  0.36819018  0.38540936  0.46514643
## demo$ethnicity8 -0.05910408  0.02207365 -0.07170529 -0.06373383  0.02207365
## demo$ethnicity9  0.12227817  0.11087347  0.10923548  0.10628478  0.11087347
##                         258         259         260          261         262
## (Intercept)      0.20152024  0.21514315  0.48757771  0.195560473  0.22644487
## demo$ethnicity1  0.16150567  0.13753354 -0.15887423  0.159615180  0.12623182
## demo$ethnicity2 -0.07263825 -0.05687512  0.08293511 -0.042151383 -0.06817684
## demo$ethnicity3 -0.15985357 -0.11990505  0.15527943 -0.195560473 -0.08358772
## demo$ethnicity4 -0.15155012 -0.11067278  0.14869939 -0.139694995 -0.11139248
## demo$ethnicity5 -0.14190034 -0.10508403  0.14126508 -0.134772074 -0.10580374
## demo$ethnicity6 -0.09498935 -0.05498860  0.08785717 -0.093889552 -0.05192919
## demo$ethnicity7  0.46514643  0.36819018 -0.48757771  0.447296669  0.35688847
## demo$ethnicity8  0.02207365 -0.07170529  0.01198137  0.004241114 -0.06546314
## demo$ethnicity9  0.11087347  0.10923548 -0.11545128  0.124861259  0.09793376
##                         263         264         265          266         267
## (Intercept)      0.21021582  0.48757771  0.42945911  0.194934544  0.21193935
## demo$ethnicity1  0.14435202 -0.15887423 -0.14523041  0.160181572  0.15174695
## demo$ethnicity2 -0.06612312  0.08293511  0.07973207 -0.054011508 -0.08125753
## demo$ethnicity3 -0.11930673  0.15527943  0.10387422 -0.173657948 -0.12498282
## demo$ethnicity4 -0.12911946  0.14869939  0.09620098 -0.147028029 -0.14217025
## demo$ethnicity5 -0.11835572  0.14126508  0.09813717 -0.141925599 -0.12709914
## demo$ethnicity6 -0.07097224  0.08785717  0.06742311 -0.098214422 -0.07677265
## demo$ethnicity7  0.40516879 -0.48757771 -0.26279244  0.460237870  0.43091780
## demo$ethnicity8 -0.03696001  0.01198137 -0.01986583  0.009833051 -0.01213776
## demo$ethnicity9  0.10703613 -0.11545128 -0.11007067  0.121474041  0.10848239
##                         268          269         270          271         272
## (Intercept)      0.20152024  0.195560473  0.24015221  0.195560473  0.22184264
## demo$ethnicity1  0.16150567  0.159615180  0.10883246  0.159615180  0.13083405
## demo$ethnicity2 -0.07263825 -0.042151383 -0.05378351 -0.042151383 -0.05107461
## demo$ethnicity3 -0.15985357 -0.195560473 -0.09015221 -0.195560473 -0.12660454
## demo$ethnicity4 -0.15155012 -0.139694995 -0.08633881 -0.139694995 -0.11136626
## demo$ethnicity5 -0.14190034 -0.134772074 -0.08766301 -0.134772074 -0.10622797
## demo$ethnicity6 -0.09498935 -0.093889552 -0.03617410 -0.093889552 -0.05580206
## demo$ethnicity7  0.46514643  0.447296669  0.30530234  0.447296669  0.36149069
## demo$ethnicity8  0.02207365  0.004241114 -0.07633454  0.004241114 -0.06086092
## demo$ethnicity9  0.11087347  0.124861259  0.09068007  0.124861259  0.11416389
##                          273          274         275           276
## (Intercept)      0.195560473  0.195560473  0.21459064  1.998967e-01
## demo$ethnicity1  0.159615180  0.159615180  0.13921999  1.552789e-01
## demo$ethnicity2 -0.042151383 -0.042151383 -0.06960419 -5.785125e-02
## demo$ethnicity3 -0.195560473 -0.195560473 -0.09831157 -1.564184e-01
## demo$ethnicity4 -0.139694995 -0.139694995 -0.11981588 -1.397894e-01
## demo$ethnicity5 -0.134772074 -0.134772074 -0.11400392 -1.344970e-01
## demo$ethnicity6 -0.093889552 -0.093889552 -0.06092263 -9.049373e-02
## demo$ethnicity7  0.447296669  0.447296669  0.38540936  4.429604e-01
## demo$ethnicity8  0.004241114  0.004241114 -0.06373383 -9.511856e-05
## demo$ethnicity9  0.124861259  0.124861259  0.10628478  1.098867e-01
##                           277          278          279          280
## (Intercept)      0.2000224956  0.195560473  0.195560473  0.316889982
## demo$ethnicity1  0.1551531583  0.159615180  0.159615180  0.009066562
## demo$ethnicity2 -0.0579770410 -0.042151383 -0.042151383 -0.027577943
## demo$ethnicity3 -0.1565442347 -0.195560473 -0.195560473 -0.002604268
## demo$ethnicity4 -0.1399152352 -0.139694995 -0.139694995 -0.011413077
## demo$ethnicity5 -0.1395610369 -0.134772074 -0.134772074 -0.004270764
## demo$ethnicity6 -0.0931770667 -0.093889552 -0.093889552  0.016050550
## demo$ethnicity7  0.4428346473  0.447296669  0.447296669  0.094874724
## demo$ethnicity8 -0.0002209083  0.004241114  0.004241114 -0.095962902
## demo$ethnicity9  0.1203992369  0.124861259  0.124861259  0.023011839
##                         281         282         283         284          285
## (Intercept)      0.20152024  0.20152024  0.20152024  0.20152024  0.194934544
## demo$ethnicity1  0.16150567  0.16150567  0.16150567  0.16150567  0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.07263825 -0.07263825 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.15985357 -0.15985357 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.15155012 -0.15155012 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.14190034 -0.14190034 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.09498935 -0.09498935 -0.098214422
## demo$ethnicity7  0.46514643  0.46514643  0.46514643  0.46514643  0.460237870
## demo$ethnicity8  0.02207365  0.02207365  0.02207365  0.02207365  0.009833051
## demo$ethnicity9  0.11087347  0.11087347  0.11087347  0.11087347  0.121474041
##                         286           287         288         289         290
## (Intercept)      0.20152024  0.2000224956  0.20152024  0.20508551  0.20508551
## demo$ethnicity1  0.16150567  0.1551531583  0.16150567  0.14992107  0.14992107
## demo$ethnicity2 -0.07263825 -0.0579770410 -0.07263825 -0.06197876 -0.06197876
## demo$ethnicity3 -0.15985357 -0.1565442347 -0.15985357 -0.13841884 -0.13841884
## demo$ethnicity4 -0.15155012 -0.1399152352 -0.15155012 -0.13227912 -0.13227912
## demo$ethnicity5 -0.14190034 -0.1395610369 -0.14190034 -0.13183734 -0.13183734
## demo$ethnicity6 -0.09498935 -0.0931770667 -0.09498935 -0.08510909 -0.08510909
## demo$ethnicity7  0.46514643  0.4428346473  0.46514643  0.42454412  0.42454412
## demo$ethnicity8  0.02207365 -0.0002209083  0.02207365 -0.01060729 -0.01060729
## demo$ethnicity9  0.11087347  0.1203992369  0.11087347  0.10845925  0.10845925
##                         291          292         293         294          295
## (Intercept)      0.20152024  0.194934544  0.24202078  0.20152024  0.195560473
## demo$ethnicity1  0.16150567  0.160181572  0.15628554  0.16150567  0.159615180
## demo$ethnicity2 -0.07263825 -0.054011508 -0.05875275 -0.07263825 -0.042151383
## demo$ethnicity3 -0.15985357 -0.173657948 -0.14678268 -0.15985357 -0.195560473
## demo$ethnicity4 -0.15155012 -0.147028029 -0.11352638 -0.15155012 -0.139694995
## demo$ethnicity5 -0.14190034 -0.141925599 -0.10327643 -0.14190034 -0.134772074
## demo$ethnicity6 -0.09498935 -0.098214422 -0.06853784 -0.09498935 -0.093889552
## demo$ethnicity7  0.46514643  0.460237870  0.34131256  0.46514643  0.447296669
## demo$ethnicity8  0.02207365  0.009833051 -0.02342551  0.02207365  0.004241114
## demo$ethnicity9  0.11087347  0.121474041  0.12081939  0.11087347  0.124861259
##                          296          297         298         299          300
## (Intercept)      0.195560473  0.194934544  0.48757771  0.20152024  0.195560473
## demo$ethnicity1  0.159615180  0.160181572 -0.15887423  0.16150567  0.159615180
## demo$ethnicity2 -0.042151383 -0.054011508  0.08293511 -0.07263825 -0.042151383
## demo$ethnicity3 -0.195560473 -0.173657948  0.15527943 -0.15985357 -0.195560473
## demo$ethnicity4 -0.139694995 -0.147028029  0.14869939 -0.15155012 -0.139694995
## demo$ethnicity5 -0.134772074 -0.141925599  0.14126508 -0.14190034 -0.134772074
## demo$ethnicity6 -0.093889552 -0.098214422  0.08785717 -0.09498935 -0.093889552
## demo$ethnicity7  0.447296669  0.460237870 -0.48757771  0.46514643  0.447296669
## demo$ethnicity8  0.004241114  0.009833051  0.01198137  0.02207365  0.004241114
## demo$ethnicity9  0.124861259  0.121474041 -0.11545128  0.11087347  0.124861259
##                          301          302         303          304          305
## (Intercept)      0.194934544  0.195560473  0.21103488  0.312117980  0.194934544
## demo$ethnicity1  0.160181572  0.159615180  0.14397171  0.079839391  0.160181572
## demo$ethnicity2 -0.054011508 -0.042151383 -0.05630022 -0.062791018 -0.054011508
## demo$ethnicity3 -0.173657948 -0.195560473 -0.14436821 -0.034340202 -0.173657948
## demo$ethnicity4 -0.147028029 -0.139694995 -0.13750385 -0.036049608 -0.147028029
## demo$ethnicity5 -0.141925599 -0.134772074 -0.12240028 -0.045032495 -0.141925599
## demo$ethnicity6 -0.098214422 -0.093889552 -0.07749424 -0.008198832 -0.098214422
## demo$ethnicity7  0.460237870  0.447296669  0.41859475  0.132326465  0.460237870
## demo$ethnicity8  0.009833051  0.004241114 -0.01544801 -0.072994603  0.009833051
## demo$ethnicity9  0.121474041  0.124861259  0.11337945  0.077264824  0.121474041
##                         306          307         308          309         310
## (Intercept)      0.19987250  0.194934544  0.23542392  0.242181510  0.48757771
## demo$ethnicity1  0.15530315  0.160181572  0.11567221  0.156124809 -0.15887423
## demo$ethnicity2 -0.05782704 -0.054011508 -0.05054871 -0.058913485  0.08293511
## demo$ethnicity3 -0.15639424 -0.173657948 -0.11347270 -0.146943415  0.15527943
## demo$ethnicity4 -0.14449337 -0.147028029 -0.09762269 -0.108519156  0.14869939
## demo$ethnicity5 -0.12942226 -0.141925599 -0.09338649 -0.114412777  0.14126508
## demo$ethnicity6 -0.08511917 -0.098214422 -0.04788047 -0.077385721  0.08785717
## demo$ethnicity7  0.44298464  0.460237870  0.32979348  0.341151823 -0.48757771
## demo$ethnicity8 -0.01488573  0.009833051 -0.04728578 -0.007326079  0.01198137
## demo$ethnicity9  0.12054923  0.121474041  0.09229239  0.120658654 -0.11545128
##                         311          312
## (Intercept)      0.20152024  0.210096851
## demo$ethnicity1  0.16150567  0.158243065
## demo$ethnicity2 -0.07263825 -0.043734283
## demo$ethnicity3 -0.15985357 -0.187874629
## demo$ethnicity4 -0.15155012 -0.130500341
## demo$ethnicity5 -0.14190034 -0.131338801
## demo$ethnicity6 -0.09498935 -0.092672431
## demo$ethnicity7  0.46514643  0.419532779
## demo$ethnicity8  0.02207365  0.000641532
## demo$ethnicity9  0.11087347  0.131558858
## 
## $f.perms
##              [,1]
##    [1,] 0.6737698
##    [2,] 0.4698642
##    [3,] 0.4098522
##    [4,] 1.2097176
##    [5,] 3.2495997
##    [6,] 0.5237171
##    [7,] 1.0575253
##    [8,] 0.7490503
##    [9,] 1.6596335
##   [10,] 0.9000295
##   [11,] 0.3793891
##   [12,] 0.5416796
##   [13,] 1.2539383
##   [14,] 0.4137731
##   [15,] 0.4140003
##   [16,] 0.9946500
##   [17,] 1.4072910
##   [18,] 3.9447470
##   [19,] 0.5499113
##   [20,] 0.5457991
##   [21,] 0.2387763
##   [22,] 0.4033018
##   [23,] 0.6572426
##   [24,] 1.6014603
##   [25,] 0.7322361
##   [26,] 0.4246583
##   [27,] 0.2870941
##   [28,] 1.1263289
##   [29,] 0.3947775
##   [30,] 0.5861331
##   [31,] 0.4528150
##   [32,] 0.5042431
##   [33,] 1.7008334
##   [34,] 0.8769172
##   [35,] 0.8707080
##   [36,] 1.9944908
##   [37,] 1.8420975
##   [38,] 1.4689418
##   [39,] 0.6598573
##   [40,] 0.7590414
##   [41,] 1.6512725
##   [42,] 0.4831287
##   [43,] 1.9761141
##   [44,] 0.6794498
##   [45,] 0.3295911
##   [46,] 0.4048306
##   [47,] 0.9120935
##   [48,] 0.6720299
##   [49,] 0.8493951
##   [50,] 0.3871251
##   [51,] 0.7766337
##   [52,] 0.9399311
##   [53,] 0.7306528
##   [54,] 1.1177030
##   [55,] 0.6614050
##   [56,] 0.7741737
##   [57,] 0.6933337
##   [58,] 0.3784685
##   [59,] 0.8311397
##   [60,] 0.4501370
##   [61,] 0.7329892
##   [62,] 0.4507683
##   [63,] 1.0101759
##   [64,] 0.6448989
##   [65,] 2.3682911
##   [66,] 1.4006297
##   [67,] 0.5397617
##   [68,] 0.5192073
##   [69,] 0.3792921
##   [70,] 0.8826407
##   [71,] 0.5060730
##   [72,] 0.5704698
##   [73,] 1.1770285
##   [74,] 0.8799805
##   [75,] 1.9427651
##   [76,] 0.6733909
##   [77,] 0.4341613
##   [78,] 1.7733668
##   [79,] 0.2460145
##   [80,] 1.9271643
##   [81,] 1.1752599
##   [82,] 1.6328657
##   [83,] 0.3058252
##   [84,] 2.2485879
##   [85,] 0.3854711
##   [86,] 0.5663359
##   [87,] 0.5546902
##   [88,] 2.5598376
##   [89,] 0.4407860
##   [90,] 0.6354683
##   [91,] 0.8834411
##   [92,] 0.3273635
##   [93,] 2.9315763
##   [94,] 0.9011707
##   [95,] 1.1639921
##   [96,] 0.6884121
##   [97,] 3.3375434
##   [98,] 0.6418052
##   [99,] 0.6135537
##  [100,] 1.8003787
##  [101,] 0.9100547
##  [102,] 1.5162555
##  [103,] 0.4712071
##  [104,] 1.6420090
##  [105,] 0.7932813
##  [106,] 0.5739586
##  [107,] 2.6223715
##  [108,] 1.1476015
##  [109,] 0.7384991
##  [110,] 0.4737484
##  [111,] 0.6991151
##  [112,] 0.7131510
##  [113,] 0.4930032
##  [114,] 0.5533539
##  [115,] 2.4180605
##  [116,] 0.8095061
##  [117,] 1.7758893
##  [118,] 0.3200537
##  [119,] 0.4901120
##  [120,] 0.7931223
##  [121,] 0.3551153
##  [122,] 0.3020784
##  [123,] 2.4758780
##  [124,] 0.3277806
##  [125,] 0.9685089
##  [126,] 0.3786899
##  [127,] 0.4088781
##  [128,] 0.3756936
##  [129,] 0.6361732
##  [130,] 0.6994785
##  [131,] 0.3398721
##  [132,] 0.7257714
##  [133,] 2.4881302
##  [134,] 1.0800200
##  [135,] 2.5128077
##  [136,] 0.7742102
##  [137,] 1.4052780
##  [138,] 1.1113826
##  [139,] 0.7331629
##  [140,] 0.5239552
##  [141,] 1.8919876
##  [142,] 0.7546830
##  [143,] 0.8713977
##  [144,] 0.4060677
##  [145,] 1.2761635
##  [146,] 0.6555026
##  [147,] 0.5801950
##  [148,] 0.4069403
##  [149,] 1.5162183
##  [150,] 2.0770331
##  [151,] 1.1496278
##  [152,] 2.6221259
##  [153,] 0.4784239
##  [154,] 0.3992844
##  [155,] 0.8815535
##  [156,] 1.4952630
##  [157,] 0.6647915
##  [158,] 0.8806912
##  [159,] 0.8975884
##  [160,] 0.6255067
##  [161,] 0.5217381
##  [162,] 0.2022208
##  [163,] 0.7333121
##  [164,] 0.7551592
##  [165,] 0.6624707
##  [166,] 0.6292943
##  [167,] 0.4851582
##  [168,] 0.4918012
##  [169,] 0.3936981
##  [170,] 0.8317304
##  [171,] 0.8131962
##  [172,] 2.2606257
##  [173,] 0.4212574
##  [174,] 0.4617429
##  [175,] 2.8328674
##  [176,] 1.2024283
##  [177,] 0.6447912
##  [178,] 0.3252658
##  [179,] 1.5331517
##  [180,] 0.7595644
##  [181,] 1.6289015
##  [182,] 1.4956683
##  [183,] 0.4883540
##  [184,] 0.4105472
##  [185,] 0.4078872
##  [186,] 0.9316939
##  [187,] 0.3183014
##  [188,] 0.8226839
##  [189,] 0.6539659
##  [190,] 0.6611514
##  [191,] 0.3353093
##  [192,] 0.5967940
##  [193,] 0.3799863
##  [194,] 1.3817564
##  [195,] 0.3509938
##  [196,] 1.1835793
##  [197,] 0.6615807
##  [198,] 0.3270892
##  [199,] 2.0034361
##  [200,] 0.5184285
##  [201,] 1.3304057
##  [202,] 2.2557750
##  [203,] 0.9555394
##  [204,] 0.4005380
##  [205,] 2.0070217
##  [206,] 1.3776178
##  [207,] 1.1261194
##  [208,] 2.5323334
##  [209,] 0.3778707
##  [210,] 1.3286421
##  [211,] 0.4403926
##  [212,] 0.2958487
##  [213,] 0.4927671
##  [214,] 1.1432777
##  [215,] 1.5431547
##  [216,] 0.6588395
##  [217,] 0.4256753
##  [218,] 0.2981874
##  [219,] 0.6879418
##  [220,] 2.0138719
##  [221,] 0.7616242
##  [222,] 1.7752526
##  [223,] 2.0526422
##  [224,] 0.7178612
##  [225,] 0.7580888
##  [226,] 0.7708269
##  [227,] 0.7129631
##  [228,] 0.6223891
##  [229,] 0.7008602
##  [230,] 1.8063905
##  [231,] 0.8762043
##  [232,] 0.2838070
##  [233,] 0.6772417
##  [234,] 0.4765818
##  [235,] 0.7745227
##  [236,] 0.7285573
##  [237,] 0.4113078
##  [238,] 0.4199756
##  [239,] 2.7792406
##  [240,] 0.8987094
##  [241,] 2.7357044
##  [242,] 0.6410776
##  [243,] 0.7174022
##  [244,] 0.7354383
##  [245,] 1.1594836
##  [246,] 0.4735504
##  [247,] 1.3080241
##  [248,] 1.7929027
##  [249,] 1.2506311
##  [250,] 0.8391502
##  [251,] 0.4146982
##  [252,] 1.3693736
##  [253,] 2.6160198
##  [254,] 0.5639928
##  [255,] 0.5619989
##  [256,] 1.2262635
##  [257,] 0.6253255
##  [258,] 0.3122179
##  [259,] 0.5200980
##  [260,] 1.3824629
##  [261,] 0.2370685
##  [262,] 2.7190406
##  [263,] 1.3611152
##  [264,] 0.6027067
##  [265,] 2.7819761
##  [266,] 1.3366469
##  [267,] 0.4460621
##  [268,] 1.0980723
##  [269,] 0.4896913
##  [270,] 0.2724373
##  [271,] 3.1697965
##  [272,] 2.4336047
##  [273,] 0.3315822
##  [274,] 1.7964609
##  [275,] 0.4643793
##  [276,] 2.5552954
##  [277,] 0.6452473
##  [278,] 0.7008270
##  [279,] 0.6638441
##  [280,] 0.4760024
##  [281,] 0.3951298
##  [282,] 0.6018388
##  [283,] 0.3123894
##  [284,] 1.5530263
##  [285,] 0.5549387
##  [286,] 2.6090419
##  [287,] 0.4163163
##  [288,] 2.3756095
##  [289,] 2.9621757
##  [290,] 1.2784396
##  [291,] 0.9881951
##  [292,] 0.3741208
##  [293,] 0.9527082
##  [294,] 0.8414834
##  [295,] 1.0013395
##  [296,] 0.8204521
##  [297,] 1.4965158
##  [298,] 0.5236612
##  [299,] 0.7116922
##  [300,] 2.7778534
##  [301,] 1.0571313
##  [302,] 0.5228836
##  [303,] 0.9666961
##  [304,] 0.7596115
##  [305,] 0.8396737
##  [306,] 0.4945739
##  [307,] 1.6906919
##  [308,] 0.6997208
##  [309,] 0.2664735
##  [310,] 0.6799354
##  [311,] 0.8079080
##  [312,] 0.8201499
##  [313,] 2.0567564
##  [314,] 0.5041819
##  [315,] 2.0232781
##  [316,] 0.5224697
##  [317,] 0.4700601
##  [318,] 1.4210014
##  [319,] 0.9528052
##  [320,] 0.9273780
##  [321,] 1.2036780
##  [322,] 0.8511992
##  [323,] 0.5457286
##  [324,] 0.6235648
##  [325,] 0.4946165
##  [326,] 1.4915124
##  [327,] 0.4248213
##  [328,] 0.9219610
##  [329,] 1.1874069
##  [330,] 0.5215615
##  [331,] 0.7955188
##  [332,] 1.1979964
##  [333,] 0.8332157
##  [334,] 1.1529295
##  [335,] 0.9445572
##  [336,] 0.4864122
##  [337,] 2.1162073
##  [338,] 0.4218747
##  [339,] 0.5422324
##  [340,] 0.8956803
##  [341,] 0.5369683
##  [342,] 0.7766668
##  [343,] 1.0909620
##  [344,] 0.6683721
##  [345,] 0.4002469
##  [346,] 0.9271539
##  [347,] 0.6763955
##  [348,] 0.2810282
##  [349,] 0.7821391
##  [350,] 1.3023574
##  [351,] 0.6315430
##  [352,] 0.6820046
##  [353,] 1.6380054
##  [354,] 0.5843636
##  [355,] 0.2746155
##  [356,] 0.9279439
##  [357,] 0.8560872
##  [358,] 0.2931696
##  [359,] 2.3668399
##  [360,] 1.1261691
##  [361,] 1.2625862
##  [362,] 0.3619476
##  [363,] 1.4850002
##  [364,] 0.5931053
##  [365,] 0.6847753
##  [366,] 1.1905057
##  [367,] 0.7143906
##  [368,] 0.3132842
##  [369,] 0.3326581
##  [370,] 0.7601082
##  [371,] 0.5754968
##  [372,] 0.3188845
##  [373,] 0.7976083
##  [374,] 2.9530640
##  [375,] 0.6259361
##  [376,] 2.3215690
##  [377,] 0.8130254
##  [378,] 1.7432212
##  [379,] 0.3327857
##  [380,] 0.6191692
##  [381,] 1.9984236
##  [382,] 0.4066712
##  [383,] 0.3184141
##  [384,] 0.8575429
##  [385,] 1.5320686
##  [386,] 2.0839128
##  [387,] 0.5495946
##  [388,] 0.5338838
##  [389,] 1.0586985
##  [390,] 1.1250978
##  [391,] 0.7542076
##  [392,] 0.5561895
##  [393,] 0.6471520
##  [394,] 2.8912765
##  [395,] 0.5500775
##  [396,] 0.7743296
##  [397,] 2.4012223
##  [398,] 0.9180157
##  [399,] 1.1850941
##  [400,] 0.5180001
##  [401,] 1.1589217
##  [402,] 0.3156023
##  [403,] 0.3706316
##  [404,] 2.5334879
##  [405,] 0.3616987
##  [406,] 1.2990986
##  [407,] 3.9392690
##  [408,] 0.3996894
##  [409,] 0.8535295
##  [410,] 1.6829932
##  [411,] 0.4947137
##  [412,] 0.9009941
##  [413,] 0.4094044
##  [414,] 0.4768494
##  [415,] 0.9015970
##  [416,] 0.9086060
##  [417,] 0.7464103
##  [418,] 0.4168143
##  [419,] 1.1272889
##  [420,] 0.2668829
##  [421,] 0.6774352
##  [422,] 0.7926146
##  [423,] 0.4801669
##  [424,] 0.7367432
##  [425,] 0.6423899
##  [426,] 0.4953216
##  [427,] 0.9138789
##  [428,] 2.7552688
##  [429,] 0.4757257
##  [430,] 0.4007960
##  [431,] 0.7889377
##  [432,] 1.9028982
##  [433,] 0.4091895
##  [434,] 0.9504924
##  [435,] 1.1609533
##  [436,] 1.1802227
##  [437,] 1.7860103
##  [438,] 0.7929003
##  [439,] 0.3590268
##  [440,] 0.8065838
##  [441,] 0.9167298
##  [442,] 0.4178857
##  [443,] 2.0489779
##  [444,] 1.4178589
##  [445,] 0.8486077
##  [446,] 0.3859547
##  [447,] 0.3822059
##  [448,] 0.5219807
##  [449,] 0.6111767
##  [450,] 0.3411583
##  [451,] 2.1829555
##  [452,] 1.2218931
##  [453,] 0.9169817
##  [454,] 0.3525537
##  [455,] 0.6677202
##  [456,] 0.5650225
##  [457,] 2.1114279
##  [458,] 2.7121214
##  [459,] 0.9715340
##  [460,] 2.3567537
##  [461,] 0.7505282
##  [462,] 0.6969982
##  [463,] 3.1015933
##  [464,] 0.8908610
##  [465,] 0.8276114
##  [466,] 0.7612064
##  [467,] 0.9240288
##  [468,] 1.3915069
##  [469,] 1.5414999
##  [470,] 0.5513271
##  [471,] 0.7105156
##  [472,] 1.8804596
##  [473,] 0.3547762
##  [474,] 0.7480096
##  [475,] 2.8872908
##  [476,] 0.6753503
##  [477,] 0.2546112
##  [478,] 0.7642286
##  [479,] 1.2062577
##  [480,] 0.4587692
##  [481,] 0.5335441
##  [482,] 0.6991566
##  [483,] 3.1430585
##  [484,] 0.5230345
##  [485,] 1.5473694
##  [486,] 2.7137459
##  [487,] 2.4810860
##  [488,] 2.3914003
##  [489,] 0.4656609
##  [490,] 0.5092615
##  [491,] 0.3506109
##  [492,] 0.9331934
##  [493,] 0.4927337
##  [494,] 0.8451886
##  [495,] 0.8574836
##  [496,] 1.7036739
##  [497,] 0.7230944
##  [498,] 0.7085811
##  [499,] 2.3837889
##  [500,] 0.4725299
##  [501,] 1.0004422
##  [502,] 0.2911610
##  [503,] 1.2761352
##  [504,] 0.2746945
##  [505,] 0.8147366
##  [506,] 0.4023787
##  [507,] 0.8247539
##  [508,] 0.5613195
##  [509,] 0.5468758
##  [510,] 0.4685337
##  [511,] 0.4972695
##  [512,] 2.1148844
##  [513,] 5.0379125
##  [514,] 2.7397152
##  [515,] 0.7759904
##  [516,] 0.8881636
##  [517,] 2.9019346
##  [518,] 0.5800675
##  [519,] 0.5490226
##  [520,] 0.9311524
##  [521,] 0.6496005
##  [522,] 1.5982869
##  [523,] 2.1602851
##  [524,] 0.3335996
##  [525,] 2.2591848
##  [526,] 0.9901019
##  [527,] 0.3550578
##  [528,] 0.9753534
##  [529,] 0.5505175
##  [530,] 0.5685401
##  [531,] 0.5248701
##  [532,] 0.2670077
##  [533,] 1.5563023
##  [534,] 0.4311705
##  [535,] 0.4960897
##  [536,] 0.7208149
##  [537,] 0.5436538
##  [538,] 2.0327708
##  [539,] 1.2089649
##  [540,] 0.4080851
##  [541,] 0.4297705
##  [542,] 1.0531998
##  [543,] 1.1438221
##  [544,] 1.6566819
##  [545,] 0.5899924
##  [546,] 0.4526832
##  [547,] 1.0072893
##  [548,] 0.7123600
##  [549,] 2.2493845
##  [550,] 0.5519418
##  [551,] 0.5331235
##  [552,] 0.6200261
##  [553,] 0.5242812
##  [554,] 0.5994203
##  [555,] 1.2345959
##  [556,] 0.6981328
##  [557,] 0.9948837
##  [558,] 0.6147170
##  [559,] 2.8824667
##  [560,] 1.8429878
##  [561,] 0.4139988
##  [562,] 0.8471518
##  [563,] 0.3920227
##  [564,] 0.4516238
##  [565,] 1.5808348
##  [566,] 3.1503947
##  [567,] 0.7362110
##  [568,] 0.5604245
##  [569,] 0.4484168
##  [570,] 0.3318116
##  [571,] 1.1509375
##  [572,] 0.5518735
##  [573,] 0.7939873
##  [574,] 0.4228905
##  [575,] 1.5750842
##  [576,] 0.5881666
##  [577,] 0.2911613
##  [578,] 0.8404776
##  [579,] 2.1883339
##  [580,] 0.9272092
##  [581,] 0.3088632
##  [582,] 0.8611553
##  [583,] 0.9336570
##  [584,] 1.1468177
##  [585,] 0.5150589
##  [586,] 0.4160996
##  [587,] 1.0408866
##  [588,] 1.4362580
##  [589,] 0.5325748
##  [590,] 1.6473727
##  [591,] 1.0834658
##  [592,] 0.4692765
##  [593,] 0.3040406
##  [594,] 0.5897428
##  [595,] 0.6784298
##  [596,] 1.8422275
##  [597,] 1.0283587
##  [598,] 0.7033438
##  [599,] 1.8565805
##  [600,] 0.5779126
##  [601,] 0.4420398
##  [602,] 1.0501552
##  [603,] 0.3687855
##  [604,] 1.4606183
##  [605,] 0.7020154
##  [606,] 0.5404812
##  [607,] 0.8009804
##  [608,] 0.5874692
##  [609,] 2.2326021
##  [610,] 1.2498194
##  [611,] 0.4909646
##  [612,] 1.3348691
##  [613,] 2.5336022
##  [614,] 1.6069536
##  [615,] 0.5140371
##  [616,] 0.6449311
##  [617,] 0.4104200
##  [618,] 0.7490650
##  [619,] 0.3396187
##  [620,] 0.6304440
##  [621,] 0.4867850
##  [622,] 0.2817970
##  [623,] 0.5208302
##  [624,] 0.7496128
##  [625,] 0.5110731
##  [626,] 0.6373802
##  [627,] 1.6890964
##  [628,] 1.0031909
##  [629,] 1.3758958
##  [630,] 0.7251748
##  [631,] 0.3841784
##  [632,] 2.2918104
##  [633,] 0.3171456
##  [634,] 0.2488900
##  [635,] 0.3981771
##  [636,] 0.5736334
##  [637,] 0.5421493
##  [638,] 0.5207782
##  [639,] 0.8474204
##  [640,] 0.7643484
##  [641,] 0.5521102
##  [642,] 1.1422408
##  [643,] 0.4381697
##  [644,] 0.3397005
##  [645,] 1.9512247
##  [646,] 0.5689610
##  [647,] 0.3777975
##  [648,] 1.0560246
##  [649,] 0.8328241
##  [650,] 0.5027118
##  [651,] 0.3154331
##  [652,] 1.5334672
##  [653,] 0.5721071
##  [654,] 0.6646452
##  [655,] 1.7253102
##  [656,] 0.9533337
##  [657,] 1.3442849
##  [658,] 0.4623315
##  [659,] 1.1758921
##  [660,] 0.9192815
##  [661,] 3.4222469
##  [662,] 0.6450809
##  [663,] 0.9605987
##  [664,] 2.4692404
##  [665,] 0.9083557
##  [666,] 1.6274011
##  [667,] 0.7908868
##  [668,] 0.7570353
##  [669,] 0.3177646
##  [670,] 0.3437676
##  [671,] 3.7522374
##  [672,] 0.4029825
##  [673,] 0.6885818
##  [674,] 0.8608469
##  [675,] 0.5519126
##  [676,] 0.8194411
##  [677,] 2.4307367
##  [678,] 1.6123838
##  [679,] 4.8495016
##  [680,] 0.3092860
##  [681,] 0.5445388
##  [682,] 0.8525638
##  [683,] 0.6936150
##  [684,] 5.1309105
##  [685,] 2.3352370
##  [686,] 0.9473610
##  [687,] 2.0744577
##  [688,] 1.7830668
##  [689,] 0.5004370
##  [690,] 0.6733248
##  [691,] 0.3908406
##  [692,] 1.0621717
##  [693,] 0.4460538
##  [694,] 0.3254419
##  [695,] 0.3866950
##  [696,] 0.7765163
##  [697,] 2.3925487
##  [698,] 0.7126029
##  [699,] 0.8564005
##  [700,] 0.3887258
##  [701,] 1.1062014
##  [702,] 1.0972759
##  [703,] 2.3395062
##  [704,] 0.3962362
##  [705,] 0.9553953
##  [706,] 0.5484815
##  [707,] 0.5303049
##  [708,] 1.3256865
##  [709,] 1.0728939
##  [710,] 0.6713669
##  [711,] 2.6296056
##  [712,] 0.5272834
##  [713,] 0.6582644
##  [714,] 1.4940367
##  [715,] 0.3882075
##  [716,] 2.6577136
##  [717,] 1.0593608
##  [718,] 0.3901141
##  [719,] 1.5386392
##  [720,] 0.4597750
##  [721,] 1.0183247
##  [722,] 0.4637259
##  [723,] 0.3238116
##  [724,] 0.6508247
##  [725,] 0.7809507
##  [726,] 0.7920238
##  [727,] 0.9572617
##  [728,] 0.5334486
##  [729,] 0.9850900
##  [730,] 0.4650195
##  [731,] 0.3779591
##  [732,] 0.5925008
##  [733,] 0.6933106
##  [734,] 0.5084272
##  [735,] 2.3466245
##  [736,] 0.5789855
##  [737,] 0.3536171
##  [738,] 1.8093790
##  [739,] 2.7637918
##  [740,] 0.7624108
##  [741,] 0.8233748
##  [742,] 0.7045477
##  [743,] 0.6711157
##  [744,] 3.6380299
##  [745,] 0.5930601
##  [746,] 2.1752830
##  [747,] 0.4871047
##  [748,] 0.2751151
##  [749,] 0.5110075
##  [750,] 0.3836793
##  [751,] 1.0520784
##  [752,] 1.2107316
##  [753,] 0.6713058
##  [754,] 0.8049994
##  [755,] 0.3209900
##  [756,] 0.5193728
##  [757,] 0.9837635
##  [758,] 0.7809507
##  [759,] 0.4800649
##  [760,] 1.0976499
##  [761,] 0.5432254
##  [762,] 1.1112263
##  [763,] 1.4337410
##  [764,] 0.3226851
##  [765,] 0.3413571
##  [766,] 2.1984504
##  [767,] 0.4176739
##  [768,] 0.8610612
##  [769,] 0.8844028
##  [770,] 1.1574311
##  [771,] 0.5427153
##  [772,] 0.9076503
##  [773,] 0.3407362
##  [774,] 4.6747019
##  [775,] 0.5572934
##  [776,] 0.3008041
##  [777,] 1.8844764
##  [778,] 1.4302416
##  [779,] 0.3607086
##  [780,] 0.3754632
##  [781,] 0.9945009
##  [782,] 1.9128233
##  [783,] 2.4630370
##  [784,] 1.7007960
##  [785,] 0.4375507
##  [786,] 0.8484833
##  [787,] 0.5756725
##  [788,] 0.8205453
##  [789,] 2.1150017
##  [790,] 0.3512933
##  [791,] 0.4386636
##  [792,] 0.5160359
##  [793,] 0.9719171
##  [794,] 0.9784792
##  [795,] 1.6436977
##  [796,] 0.3836956
##  [797,] 0.5094749
##  [798,] 0.4674981
##  [799,] 0.5619193
##  [800,] 1.8837119
##  [801,] 0.6246589
##  [802,] 0.7546839
##  [803,] 2.5694874
##  [804,] 0.3342278
##  [805,] 1.9318874
##  [806,] 0.7631539
##  [807,] 0.9215141
##  [808,] 1.9054437
##  [809,] 0.3464382
##  [810,] 0.6711685
##  [811,] 0.3358668
##  [812,] 1.9468162
##  [813,] 0.8937523
##  [814,] 1.4030665
##  [815,] 0.6186584
##  [816,] 0.3627440
##  [817,] 1.3757710
##  [818,] 0.6536501
##  [819,] 0.8773410
##  [820,] 2.2583718
##  [821,] 0.7490683
##  [822,] 1.0263758
##  [823,] 1.4247178
##  [824,] 0.8049144
##  [825,] 1.1597353
##  [826,] 0.4413219
##  [827,] 0.4592266
##  [828,] 0.6387133
##  [829,] 2.3656269
##  [830,] 0.6701020
##  [831,] 0.5161255
##  [832,] 0.3958568
##  [833,] 0.9741715
##  [834,] 0.5736651
##  [835,] 0.3725706
##  [836,] 0.3938443
##  [837,] 1.4256744
##  [838,] 0.8473994
##  [839,] 0.8507980
##  [840,] 0.8882529
##  [841,] 2.3130211
##  [842,] 0.8901175
##  [843,] 0.6086443
##  [844,] 1.2044665
##  [845,] 0.5072156
##  [846,] 1.8107709
##  [847,] 0.8719720
##  [848,] 0.4265933
##  [849,] 2.1897834
##  [850,] 1.0195911
##  [851,] 0.5278885
##  [852,] 0.7708783
##  [853,] 0.6949445
##  [854,] 0.7538941
##  [855,] 0.5954678
##  [856,] 1.3092104
##  [857,] 0.4011311
##  [858,] 1.3224624
##  [859,] 0.7285988
##  [860,] 1.0420702
##  [861,] 4.3853336
##  [862,] 2.1261368
##  [863,] 0.6657165
##  [864,] 0.4157552
##  [865,] 0.9952042
##  [866,] 1.4705859
##  [867,] 1.1076421
##  [868,] 0.3509914
##  [869,] 0.3037102
##  [870,] 0.7439897
##  [871,] 2.0380740
##  [872,] 0.9508672
##  [873,] 1.6880585
##  [874,] 0.6033793
##  [875,] 3.2133814
##  [876,] 4.3416609
##  [877,] 0.3786222
##  [878,] 2.5637000
##  [879,] 1.0854273
##  [880,] 0.6293992
##  [881,] 1.1101594
##  [882,] 0.4026451
##  [883,] 0.2815395
##  [884,] 0.3283201
##  [885,] 1.1416724
##  [886,] 1.2177245
##  [887,] 2.3915672
##  [888,] 0.8649232
##  [889,] 2.4460344
##  [890,] 0.8697064
##  [891,] 0.6893252
##  [892,] 0.2353342
##  [893,] 2.4182185
##  [894,] 0.3142683
##  [895,] 0.9289019
##  [896,] 2.0263744
##  [897,] 0.8717592
##  [898,] 0.5009635
##  [899,] 0.4335974
##  [900,] 1.1538512
##  [901,] 0.6879794
##  [902,] 0.8622618
##  [903,] 2.3380639
##  [904,] 0.6513437
##  [905,] 0.9664916
##  [906,] 0.5848733
##  [907,] 0.7630833
##  [908,] 0.8977253
##  [909,] 1.5979804
##  [910,] 0.2248016
##  [911,] 0.5278617
##  [912,] 0.3692114
##  [913,] 2.9330168
##  [914,] 0.7749108
##  [915,] 0.6745926
##  [916,] 0.4207104
##  [917,] 0.9441120
##  [918,] 0.2694697
##  [919,] 0.8219692
##  [920,] 1.8599658
##  [921,] 0.5554014
##  [922,] 0.4435083
##  [923,] 4.8232562
##  [924,] 0.9170482
##  [925,] 0.6645637
##  [926,] 2.2509495
##  [927,] 0.3974564
##  [928,] 2.8642173
##  [929,] 0.5804417
##  [930,] 1.0795594
##  [931,] 0.5232611
##  [932,] 0.5711215
##  [933,] 0.4073384
##  [934,] 0.8562448
##  [935,] 0.7760641
##  [936,] 1.1856537
##  [937,] 0.5190328
##  [938,] 0.4017824
##  [939,] 0.6199458
##  [940,] 0.5670321
##  [941,] 2.0531702
##  [942,] 0.9581244
##  [943,] 0.3729064
##  [944,] 1.2069313
##  [945,] 0.8617553
##  [946,] 0.9128577
##  [947,] 0.5844345
##  [948,] 1.4296873
##  [949,] 1.9232803
##  [950,] 2.6521724
##  [951,] 0.8524884
##  [952,] 0.6666232
##  [953,] 0.4988273
##  [954,] 0.7188491
##  [955,] 0.6417503
##  [956,] 1.5860775
##  [957,] 2.6564126
##  [958,] 0.7492167
##  [959,] 0.2844239
##  [960,] 1.8237540
##  [961,] 0.5289807
##  [962,] 2.3331772
##  [963,] 0.3160642
##  [964,] 0.5618096
##  [965,] 0.3543217
##  [966,] 1.7619534
##  [967,] 0.3022241
##  [968,] 0.3567333
##  [969,] 1.2435056
##  [970,] 0.9137484
##  [971,] 0.7212785
##  [972,] 0.5428094
##  [973,] 0.3813003
##  [974,] 0.6367292
##  [975,] 0.6689674
##  [976,] 1.6849126
##  [977,] 0.5274872
##  [978,] 0.3777685
##  [979,] 0.3855657
##  [980,] 0.6736408
##  [981,] 0.5647093
##  [982,] 0.8668743
##  [983,] 0.6864902
##  [984,] 0.5137974
##  [985,] 2.6535233
##  [986,] 0.4163208
##  [987,] 1.0718121
##  [988,] 1.7185274
##  [989,] 0.5859383
##  [990,] 0.6974129
##  [991,] 3.0738294
##  [992,] 2.3944860
##  [993,] 0.4673503
##  [994,] 0.5486187
##  [995,] 0.4491544
##  [996,] 3.3410386
##  [997,] 0.8909574
##  [998,] 0.5305432
##  [999,] 0.6811338
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## gm ~ demo$ethnicity
## attr(,"variables")
## list(gm, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## gm                          0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Grade Motivation across ethnicity.

Competency in Science

Now, Competency in Science:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$ethnicity   9    0.3432 0.038136  1.1495 0.03312  0.294
## Residuals      302   10.0190 0.033176         0.96688       
## Total          311   10.3623                  1.00000       
## 
## $call
## adonis(formula = sci_comp ~ demo$ethnicity)
## 
## $coefficients
##                   sci_comp1  sci_comp2   sci_comp3   sci_comp4
## (Intercept)      3.26218222  3.3706889  3.07357925  3.86589283
## demo$ethnicity1  0.33781778  0.8293111  0.92642075  0.93410717
## demo$ethnicity2 -0.51218222 -0.1206889 -0.32357925  0.38410717
## demo$ethnicity3  0.73781778  0.6293111 -0.07357925  1.13410717
## demo$ethnicity4 -0.26218222 -0.1484667 -0.74024592 -0.08811505
## demo$ethnicity5  0.07115111  0.4070889  0.14864297 -0.08811505
## demo$ethnicity6 -0.20335869  0.1587228 -0.13240278 -0.16001047
## demo$ethnicity7 -0.26218222 -0.3706889 -0.07357925 -0.86589283
## demo$ethnicity8  0.07115111 -0.7040223 -0.40691258 -0.86589283
## demo$ethnicity9  0.23781778 -0.1206889  0.92642075  0.13410717
##                 sci_competancy_ave
## (Intercept)             3.39308581
## demo$ethnicity1         0.75691419
## demo$ethnicity2        -0.14308581
## demo$ethnicity3         0.60691419
## demo$ethnicity4        -0.30975247
## demo$ethnicity5         0.13469197
## demo$ethnicity6        -0.08426228
## demo$ethnicity7        -0.39308581
## demo$ethnicity8        -0.47641914
## demo$ethnicity9         0.29441419
## 
## $coef.sites
##                            1            2            3           4            5
## (Intercept)      0.148107609  0.144648242  0.172860026  0.39723395  0.263325620
## demo$ethnicity1 -0.010843795  0.051811749  0.023599966  0.07536745  0.069682113
## demo$ethnicity2  0.010127972  0.050649563  0.006074143  0.01868220  0.013896602
## demo$ethnicity3 -0.081440943 -0.001791099 -0.030002883  0.05731151  0.070007713
## demo$ethnicity4  0.030939067  0.059966978  0.020072655 -0.02170365 -0.013330261
## demo$ethnicity5 -0.014969314 -0.012257025 -0.008905679  0.02326995  0.005698071
## demo$ethnicity6  0.021094455  0.025442046  0.008522806  0.01016858  0.011072452
## demo$ethnicity7 -0.009646071 -0.144648242 -0.039526693 -0.06390062 -0.063325620
## demo$ethnicity8  0.019911714 -0.019107117  0.002320349 -0.09571880 -0.095569629
## demo$ethnicity9 -0.007313958 -0.027988902 -0.010530356  0.04319667  0.031046674
##                            6            7            8            9
## (Intercept)      0.152039813  0.276133179  0.166790822  0.281207333
## demo$ethnicity1  0.029874724  0.074652331 -0.009233112  0.069578178
## demo$ethnicity2  0.025076175  0.003866821  0.029013374 -0.003985111
## demo$ethnicity3 -0.009182670  0.057200154 -0.066790822  0.052126000
## demo$ethnicity4  0.036765131 -0.005150166  0.072499219  0.001777908
## demo$ethnicity5 -0.005891982 -0.018220599 -0.022974877  0.019395305
## demo$ethnicity6  0.016716430  0.003861121  0.018264907  0.013615272
## demo$ethnicity7 -0.085373146 -0.076133179 -0.023933679 -0.081207333
## demo$ethnicity8  0.023140562 -0.047375009  0.020132255 -0.082078793
## demo$ethnicity9 -0.051380472  0.018239115 -0.059635650  0.032212580
##                           10           11           12           13
## (Intercept)      0.168735475  0.178974650  0.381987833  0.135882064
## demo$ethnicity1  0.052737178  0.042498003  0.070613566 -0.019186668
## demo$ethnicity2  0.027881066 -0.001405728  0.005356888  0.020295092
## demo$ethnicity3  0.016449710  0.006210535  0.072557622 -0.085882064
## demo$ethnicity4  0.043233089  0.019002145 -0.031367847  0.066614361
## demo$ethnicity5 -0.012320179 -0.021267595  0.015360142 -0.009380889
## demo$ethnicity6  0.016872490  0.006057591  0.007198627  0.020812709
## demo$ethnicity7 -0.125257214 -0.065931172 -0.048654499  0.006975079
## demo$ethnicity8 -0.005737239 -0.015976414 -0.080472681  0.034374346
## demo$ethnicity9 -0.025309549  0.011932757  0.037390158 -0.080853328
##                           14            15          16          17           18
## (Intercept)      0.135882064  0.1394119632  0.17602388  0.52118092  0.130310729
## demo$ethnicity1 -0.019186668  0.0078518515 -0.07288394  0.07557421  0.016953085
## demo$ethnicity2  0.020295092  0.0188236185  0.02870140 -0.02118092  0.044591519
## demo$ethnicity3 -0.085882064 -0.0727452965 -0.07014153  0.07881908 -0.063644063
## demo$ethnicity4  0.066614361  0.0337087868  0.06170986 -0.05961852  0.055320309
## demo$ethnicity5 -0.009380889 -0.0119806557 -0.01420457  0.01973713 -0.003894571
## demo$ethnicity6  0.020812709  0.0163102477  0.01440766 -0.01759605  0.025857937
## demo$ethnicity7  0.006975079 -0.0009504247  0.02397612 -0.02118092 -0.053387652
## demo$ethnicity8  0.034374346  0.0108295827  0.04993317 -0.05011865  0.019930817
## demo$ethnicity9 -0.080853328 -0.0395706933 -0.07503953  0.05006091 -0.072903322
##                           19           20           21          22           23
## (Intercept)      0.136477044  0.152039813  0.184138324  0.15020411  0.142240116
## demo$ethnicity1 -0.029781648  0.029874724  0.037533789  0.01907739  0.040954427
## demo$ethnicity2  0.019700112  0.025076175  0.012977664  0.04337767  0.051341665
## demo$ethnicity3 -0.136477044 -0.009182670 -0.041281181 -0.04675584 -0.038791840
## demo$ethnicity4  0.059889113  0.036765131  0.031715745  0.04627209  0.061965554
## demo$ethnicity5 -0.010346240 -0.005891982 -0.012584466  0.01112561 -0.010024794
## demo$ethnicity6  0.029433415  0.016716430  0.009739941  0.02555684  0.026735158
## demo$ethnicity7  0.006380099 -0.085373146 -0.050804991 -0.04620411 -0.102240116
## demo$ethnicity8  0.050446033  0.023140562 -0.008957949 -0.01163703 -0.003673036
## demo$ethnicity9 -0.042655205 -0.051380472 -0.005808654 -0.05845148 -0.050487488
##                           24          25          26           27           28
## (Intercept)      0.128528935  0.16447100  0.20609685  0.138365600  0.187437711
## demo$ethnicity1 -0.002097694  0.02811021 -0.10155344  0.009564882  0.060594624
## demo$ethnicity2  0.028808021  0.03082681  0.02491988  0.036536649  0.009969696
## demo$ethnicity3 -0.096270871 -0.02161385 -0.09498574 -0.018365600  0.043331519
## demo$ethnicity4  0.059929678  0.01860310  0.05672078  0.059775726  0.011740974
## demo$ethnicity5 -0.011911833  0.01343207 -0.02134839 -0.005819173 -0.009859980
## demo$ethnicity6  0.022701588  0.02019687  0.01597906  0.021422976  0.011781707
## demo$ethnicity7 -0.017417824 -0.03113766  0.04390315 -0.061442523 -0.096528621
## demo$ethnicity8  0.032223753 -0.03892987  0.06848808  0.011875946 -0.038233933
## demo$ethnicity9 -0.058733131 -0.03181166 -0.05339335 -0.081487293  0.002222266
##                           29            30           31           32
## (Intercept)      0.136477044  0.1964628118  0.169908028  0.135882064
## demo$ethnicity1 -0.029781648  0.0355695236  0.036326530 -0.019186668
## demo$ethnicity2  0.019700112  0.0009445956  0.026708514  0.020295092
## demo$ethnicity3 -0.136477044  0.0343064189  0.015277158 -0.085882064
## demo$ethnicity4  0.059889113 -0.0061730158  0.012195751  0.066614361
## demo$ethnicity5 -0.010346240  0.0143754864  0.011820923 -0.009380889
## demo$ethnicity6  0.029433415  0.0103520661  0.019240554  0.020812709
## demo$ethnicity7  0.006380099 -0.0328264482 -0.056864549  0.006975079
## demo$ethnicity8  0.050446033 -0.0472590332 -0.058973283  0.034374346
## demo$ethnicity9 -0.042655205 -0.0068028341 -0.009815435 -0.080853328
##                            33            34           35            36
## (Intercept)      0.2002040677  0.1723511528  0.198507865  0.1771558370
## demo$ethnicity1  0.0222299499  0.0122459952  0.022964788 -0.0109707002
## demo$ethnicity2 -0.0030880803  0.0373995803 -0.018933930  0.0371811195
## demo$ethnicity3 -0.0002040677 -0.0523511528 -0.013322680 -0.0416719661
## demo$ethnicity4  0.0567928581  0.0679959346  0.008825654  0.0543923036
## demo$ethnicity5 -0.0247354868 -0.0188483661 -0.018406172  0.0026522619
## demo$ethnicity6  0.0009472312  0.0179579818 -0.001426333  0.0203947850
## demo$ethnicity7 -0.0668707344 -0.0338896143 -0.015899170 -0.0067854667
## demo$ethnicity8  0.0246155571  0.0001126153  0.016553863  0.0008011522
## demo$ethnicity9 -0.0384897820 -0.0582241687 -0.007600458 -0.0806637029
##                           37           38           39           40          41
## (Intercept)      0.165195468  0.135882064  0.146324950  0.135882064  0.18754744
## demo$ethnicity1 -0.048500072 -0.019186668  0.003228872 -0.019186668 -0.08073231
## demo$ethnicity2  0.015224113  0.020295092  0.027012006  0.020295092  0.01966839
## demo$ethnicity3 -0.115195468 -0.085882064 -0.062453982 -0.085882064 -0.10183316
## demo$ethnicity4  0.031170689  0.066614361  0.074515561  0.066614361  0.06293886
## demo$ethnicity5 -0.009761407 -0.009380889 -0.017037214 -0.009380889 -0.02261830
## demo$ethnicity6  0.019505417  0.020812709  0.019418729  0.020812709  0.02155387
## demo$ethnicity7  0.034804532  0.006975079 -0.035213839  0.006975079  0.03825901
## demo$ethnicity8  0.038394276  0.034374346  0.014427738  0.034374346  0.06351988
## demo$ethnicity9 -0.019247192 -0.080853328 -0.062736042 -0.080853328 -0.05993651
##                          42           43           44           45           46
## (Intercept)      0.18529126  0.154660285  0.241328377  0.249052188  0.144648242
## demo$ethnicity1 -0.09554582 -0.017396470  0.039155246  0.065115645  0.051811749
## demo$ethnicity2  0.02192458  0.003575297 -0.017513183  0.021821829  0.050649563
## demo$ethnicity3 -0.09957697 -0.087993618  0.038671623  0.030947812 -0.001791099
## demo$ethnicity4  0.06011568  0.043481042 -0.011788141  0.031363114  0.059966978
## demo$ethnicity5 -0.01528275 -0.015699532  0.020182917 -0.017111259 -0.012257025
## demo$ethnicity6  0.01878956  0.017903124  0.010054719  0.009361271  0.025442046
## demo$ethnicity7  0.04051520 -0.016198746 -0.022280758 -0.106195045 -0.144648242
## demo$ethnicity8  0.06577607  0.058769667 -0.043121749 -0.022775385 -0.019107117
## demo$ethnicity9 -0.05768033 -0.028681449 -0.001526005 -0.009249817 -0.027988902
##                            47           48           49           50
## (Intercept)      0.2385613384  0.188385075  0.144648242  0.168735475
## demo$ethnicity1  0.0254709970  0.059647260  0.051811749  0.052737178
## demo$ethnicity2 -0.0367094866  0.029022332  0.050649563  0.027881066
## demo$ethnicity3 -0.0077921077  0.042384156 -0.001791099  0.016449710
## demo$ethnicity4 -0.0022750697  0.019259218  0.059966978  0.043233089
## demo$ethnicity5 -0.0111766236  0.007534808 -0.012257025 -0.012320179
## demo$ethnicity6 -0.0089611549  0.020022019  0.025442046  0.016872490
## demo$ethnicity7 -0.0021977021 -0.097475984 -0.144648242 -0.125257214
## demo$ethnicity8  0.0201161245 -0.093918138 -0.019107117 -0.005737239
## demo$ethnicity9  0.0005412257  0.018666207 -0.027988902 -0.025309549
##                          51            52           53          54           55
## (Intercept)      0.18529126  0.1964628118  0.168735475  0.18366238  0.177376680
## demo$ethnicity1 -0.09554582  0.0355695236  0.052737178 -0.08941134  0.028857878
## demo$ethnicity2  0.02192458  0.0009445956  0.027881066  0.02106289  0.019239861
## demo$ethnicity3 -0.09957697  0.0343064189  0.016449710 -0.07778003  0.007808505
## demo$ethnicity4  0.06011568 -0.0061730158  0.043233089  0.05930011  0.026126275
## demo$ethnicity5 -0.01528275  0.0143754864 -0.012320179 -0.01678267  0.010789980
## demo$ethnicity6  0.01878956  0.0103520661  0.016872490  0.01855693  0.015536607
## demo$ethnicity7  0.04051520 -0.0328264482 -0.125257214  0.01633762 -0.064333202
## demo$ethnicity8  0.06577607 -0.0472590332 -0.005737239  0.05798094 -0.014378444
## demo$ethnicity9 -0.05768033 -0.0068028341 -0.025309549 -0.04664863 -0.033950755
##                           56           57           58           59
## (Intercept)      0.196219482  0.169908028  0.137810689  0.130310729
## demo$ethnicity1  0.051812853  0.036326530 -0.001056867  0.016953085
## demo$ethnicity2  0.021187925  0.026708514  0.035526268  0.044591519
## demo$ethnicity3  0.034549748  0.015277158 -0.053939721 -0.063644063
## demo$ethnicity4  0.033721355  0.012195751  0.062731899  0.055320309
## demo$ethnicity5  0.006371668  0.011820923 -0.002788186 -0.003894571
## demo$ethnicity6  0.016109180  0.019240554  0.024049887  0.025857937
## demo$ethnicity7 -0.105310391 -0.056864549 -0.026699577 -0.053387652
## demo$ethnicity8 -0.047015704 -0.058973283  0.022942000  0.019930817
## demo$ethnicity9 -0.006559505 -0.009815435 -0.095203824 -0.072903322
##                            60           61           62           63
## (Intercept)      0.2392334113  0.145449800  0.142240116  0.169657398
## demo$ethnicity1 -0.0025226628 -0.028754404  0.040954427  0.051815255
## demo$ethnicity2 -0.0386068449  0.026111972  0.051341665  0.046006762
## demo$ethnicity3 -0.0540482261 -0.095449800 -0.038791840  0.015527787
## demo$ethnicity4  0.0005876122  0.062602181  0.061965554  0.050391974
## demo$ethnicity5 -0.0131353395 -0.001528034 -0.010024794  0.004195432
## demo$ethnicity6 -0.0016299583  0.030703662  0.026735158  0.024710435
## demo$ethnicity7  0.0129405017 -0.002592657 -0.102240116 -0.126179137
## demo$ethnicity8  0.0476448955  0.041473277 -0.003673036 -0.058722654
## demo$ethnicity9  0.0139702924 -0.077921064 -0.050487488 -0.009564805
##                           64           65           66          67           68
## (Intercept)      0.241328377  0.228715895  0.218367185  0.20609685  0.137810689
## demo$ethnicity1  0.039155246  0.068609833  0.045665150 -0.10155344 -0.001056867
## demo$ethnicity2 -0.017513183  0.039681342 -0.018737556  0.02491988  0.035526268
## demo$ethnicity3  0.038671623  0.051284105  0.012402045 -0.09498574 -0.053939721
## demo$ethnicity4 -0.011788141  0.008612438  0.015772009  0.05672078  0.062731899
## demo$ethnicity5  0.020182917  0.006761163 -0.024243037 -0.02134839 -0.002788186
## demo$ethnicity6  0.010054719  0.020325626 -0.001672528  0.01597906  0.024049887
## demo$ethnicity7 -0.022280758 -0.085858752 -0.054730822  0.04390315 -0.026699577
## demo$ethnicity8 -0.043121749 -0.117838702 -0.014426565  0.06848808  0.022942000
## demo$ethnicity9 -0.001526005  0.029268295  0.020735379 -0.05339335 -0.095203824
##                           69            70           71           72
## (Intercept)      0.142240116  0.2400006778  0.154019509  0.135882064
## demo$ethnicity1  0.040954427  0.0404829450 -0.006089028 -0.019186668
## demo$ethnicity2  0.051341665 -0.0137087035  0.004216073  0.020295092
## demo$ethnicity3 -0.038791840  0.0399993222 -0.034019509 -0.085882064
## demo$ethnicity4  0.061965554 -0.0185412502  0.050706179  0.066614361
## demo$ethnicity5 -0.010024794  0.0215106159 -0.014635476 -0.009380889
## demo$ethnicity6  0.026735158  0.0020615882  0.008683956  0.020812709
## demo$ethnicity7 -0.102240116 -0.0209530588 -0.015557970  0.006975079
## demo$ethnicity8 -0.003673036 -0.0417940501  0.041632665  0.034374346
## demo$ethnicity9 -0.050487488 -0.0001983063 -0.069522154 -0.080853328
##                           73           74          75           76           77
## (Intercept)      0.137810689  0.263325620  0.20609685  0.137810689  0.165123401
## demo$ethnicity1 -0.001056867  0.069682113 -0.10155344 -0.001056867 -0.017192920
## demo$ethnicity2  0.035526268  0.013896602  0.02491988  0.035526268  0.026445514
## demo$ethnicity3 -0.053939721  0.070007713 -0.09498574 -0.053939721 -0.045123401
## demo$ethnicity4  0.062731899 -0.013330261  0.05672078  0.062731899  0.052639324
## demo$ethnicity5 -0.002788186  0.005698071 -0.02134839 -0.002788186  0.008093107
## demo$ethnicity6  0.024049887  0.011072452  0.01597906  0.024049887  0.026173901
## demo$ethnicity7 -0.026699577 -0.063325620  0.04390315 -0.026699577 -0.026661863
## demo$ethnicity8  0.022942000 -0.095569629  0.06848808  0.022942000  0.002895922
## demo$ethnicity9 -0.095203824  0.031046674 -0.05339335 -0.095203824 -0.052477899
##                           78           79           80           81
## (Intercept)      0.156588873  0.131419779  0.154660285  0.161287339
## demo$ethnicity1 -0.046794975  0.027539139 -0.017396470 -0.034230487
## demo$ethnicity2  0.021755353  0.044770697  0.003575297 -0.003950382
## demo$ethnicity3 -0.077800994 -0.027971504 -0.087993618 -0.077416371
## demo$ethnicity4  0.061496080  0.050811407  0.043481042  0.051339222
## demo$ethnicity5 -0.009337388 -0.006496158 -0.015699532 -0.014150049
## demo$ethnicity6  0.014381608  0.025591145  0.017903124  0.016418499
## demo$ethnicity7  0.015824920 -0.091419779 -0.016198746  0.009083032
## demo$ethnicity8  0.042495992  0.007147301  0.058769667  0.060225206
## demo$ethnicity9 -0.071789264 -0.055051767 -0.028681449 -0.052384589
##                           82           83          84           85           86
## (Intercept)      0.135882064  0.173813311  0.15409598  0.142499164  0.140871133
## demo$ethnicity1 -0.019186668  0.008101226 -0.03681235  0.026782335  0.018087786
## demo$ethnicity2  0.020295092  0.021484494  0.02632360  0.033691312  0.017928039
## demo$ethnicity3 -0.085882064 -0.030956169 -0.05409598 -0.039050888 -0.037422857
## demo$ethnicity4  0.066614361  0.015609990  0.06564183  0.026764147  0.028392179
## demo$ethnicity5 -0.009380889  0.010185715 -0.01630448 -0.003057025 -0.014850962
## demo$ethnicity6  0.020812709  0.025377288  0.02079604  0.021762305  0.015655564
## demo$ethnicity7  0.006975079 -0.040479978 -0.01123883 -0.038499164 -0.036871133
## demo$ethnicity8  0.034374346 -0.029224567  0.03282710 -0.003932084 -0.002304052
## demo$ethnicity9 -0.080853328  0.002802073 -0.07323391 -0.050746536 -0.020510586
##                          87           88           89           90           91
## (Intercept)      0.33241285  0.136316708  0.187437711  0.169285405  0.131419779
## demo$ethnicity1  0.07656965 -0.009259856  0.060594624  0.013909138  0.027539139
## demo$ethnicity2  0.01043028  0.021020249  0.009969696  0.008561386  0.044770697
## demo$ethnicity3  0.05889150 -0.052445740  0.043331519 -0.065837129 -0.027971504
## demo$ethnicity4 -0.01109617  0.064225879  0.011740974  0.023580392  0.050811407
## demo$ethnicity5  0.01932270 -0.013773680 -0.009859980 -0.006859138 -0.006496158
## demo$ethnicity6  0.01378960  0.018399654  0.011781707  0.010548257  0.025591145
## demo$ethnicity7 -0.06925496 -0.025205597 -0.096528621 -0.001285405 -0.091419779
## demo$ethnicity8 -0.10148787  0.024435980 -0.038233933  0.016712506  0.007147301
## demo$ethnicity9  0.04157265 -0.067013514  0.002222266 -0.033540243 -0.055051767
##                           92          93           94            95          96
## (Intercept)      0.188123551  0.37515801  0.164466781  0.1745645373  0.52118092
## demo$ethnicity1  0.006105474  0.06544802 -0.063815741  0.0325621210  0.07557421
## demo$ethnicity2  0.022849534  0.01788120  0.013877445  0.0225514502 -0.02118092
## demo$ethnicity3 -0.029502862  0.01614633 -0.085678903 -0.0317073944  0.07881908
## demo$ethnicity4  0.051760616 -0.01276653  0.059005378  0.0183681435 -0.05961852
## demo$ethnicity5  0.015961468  0.02501716 -0.012007302  0.0033385273  0.01973713
## demo$ethnicity6  0.022472982  0.01244494  0.018673292  0.0148867821 -0.01759605
## demo$ethnicity7 -0.020123551 -0.02778959  0.007947012 -0.0412312040 -0.02118092
## demo$ethnicity8 -0.002125641 -0.07952715  0.050779700  0.0006158379 -0.05011865
## demo$ethnicity9 -0.081556108  0.01882749 -0.042521522 -0.0419051966  0.05006091
##                           97           98           99          100
## (Intercept)      0.138365600  0.146234846  0.276826568  0.236954233
## demo$ethnicity1  0.009564882 -0.046137918  0.073958943  0.060371495
## demo$ethnicity2  0.036536649  0.008579969  0.025395655  0.031443004
## demo$ethnicity3 -0.018365600 -0.115931816  0.056506766  0.043045767
## demo$ethnicity4  0.059775726  0.065924182 -0.004952438  0.023646828
## demo$ethnicity5 -0.005819173 -0.009656399  0.012664960  0.005444212
## demo$ethnicity6  0.021422976  0.025003523  0.013717962  0.016179360
## demo$ethnicity7 -0.061442523  0.026178947 -0.076826568 -0.094097090
## demo$ethnicity8  0.011875946  0.052850020 -0.109070576 -0.068377235
## demo$ethnicity9 -0.081487293 -0.061435237  0.036593346  0.002848138
##                          101          102           103          104
## (Intercept)      0.157068531  0.128528935  0.1964628118  0.137810689
## demo$ethnicity1 -0.009804716 -0.002097694  0.0355695236 -0.001056867
## demo$ethnicity2  0.034500384  0.028808021  0.0009445956  0.035526268
## demo$ethnicity3 -0.090401864 -0.096270871  0.0343064189 -0.053939721
## demo$ethnicity4  0.048183906  0.059929678 -0.0061730158  0.062731899
## demo$ethnicity5  0.010017709 -0.011911833  0.0143754864 -0.002788186
## demo$ethnicity6  0.030608862  0.022701588  0.0103520661  0.024049887
## demo$ethnicity7 -0.018606993 -0.017417824 -0.0328264482 -0.026699577
## demo$ethnicity8  0.010950793  0.032223753 -0.0472590332  0.022942000
## demo$ethnicity9 -0.043893928 -0.058733131 -0.0068028341 -0.095203824
##                         105          106          107          108
## (Intercept)      0.18529126  0.376981950  0.140871133  0.187437711
## demo$ethnicity1 -0.09554582  0.075619448  0.018087786  0.060594624
## demo$ethnicity2  0.02192458 -0.014637230  0.017928039  0.009969696
## demo$ethnicity3 -0.09957697  0.077563504 -0.037422857  0.043331519
## demo$ethnicity4  0.06011568 -0.035718690  0.028392179  0.011740974
## demo$ethnicity5 -0.01528275  0.020366024 -0.014850962 -0.009859980
## demo$ethnicity6  0.01878956  0.001224118  0.015655564  0.011781707
## demo$ethnicity7  0.04051520 -0.043648617 -0.036871133 -0.096528621
## demo$ethnicity8  0.06577607 -0.075466799 -0.002304052 -0.038233933
## demo$ethnicity9 -0.05768033  0.042396040 -0.020510586  0.002222266
##                           109          110         111         112          113
## (Intercept)      0.1964628118  0.170290865  0.15528708  0.16885550  0.135882064
## demo$ethnicity1  0.0355695236 -0.001009366 -0.04800345 -0.05758979 -0.019186668
## demo$ethnicity2  0.0009445956  0.023290916  0.02513250  0.01301263  0.020295092
## demo$ethnicity3  0.0343064189 -0.066842589 -0.10528708 -0.11003197 -0.085882064
## demo$ethnicity4 -0.0061730158  0.019347729  0.05276490  0.06314347  0.066614361
## demo$ethnicity5  0.0143754864  0.011452483 -0.01278659 -0.01782051 -0.009380889
## demo$ethnicity6  0.0103520661  0.026702448  0.02291520  0.02143068  0.020812709
## demo$ethnicity7 -0.0328264482 -0.002290865 -0.01242994  0.03114450  0.006975079
## demo$ethnicity8 -0.0472590332 -0.013332980  0.04830266  0.05710155  0.034374346
## demo$ethnicity9 -0.0068028341 -0.020752600 -0.02313191 -0.05610645 -0.080853328
##                          114          115          116          117
## (Intercept)      0.168735475  0.316982591  0.219850400  0.154660285
## demo$ethnicity1  0.052737178  0.073176385 -0.004889615 -0.017396470
## demo$ethnicity2  0.027881066  0.002331135  0.024846570  0.003575297
## demo$ethnicity3  0.016449710  0.074321757 -0.046517066 -0.087993618
## demo$ethnicity4  0.043233089 -0.018962932  0.027919060  0.043481042
## demo$ethnicity5 -0.012320179  0.001172715 -0.021487482 -0.015699532
## demo$ethnicity6  0.016872490  0.001335559  0.001830358  0.017903124
## demo$ethnicity7 -0.125257214 -0.053824696 -0.019850400 -0.016198746
## demo$ethnicity8 -0.005737239 -0.086057612  0.011357330  0.058769667
## demo$ethnicity9 -0.025309549  0.037002917 -0.008474738 -0.028681449
##                          118         119           120         121          122
## (Intercept)      0.289045922  0.52118092  0.1964628118  0.52118092  0.280295243
## demo$ethnicity1  0.043961811  0.07557421  0.0355695236  0.07557421  0.070490267
## demo$ethnicity2 -0.031268144 -0.02118092  0.0009445956 -0.02118092  0.021926979
## demo$ethnicity3  0.044287411  0.07881908  0.0343064189  0.07881908  0.053038090
## demo$ethnicity4 -0.025293949 -0.05961852 -0.0061730158 -0.05961852 -0.009312230
## demo$ethnicity5  0.016741902  0.01973713  0.0143754864  0.01973713 -0.011271552
## demo$ethnicity6 -0.006339378 -0.01759605  0.0103520661 -0.01759605  0.009881375
## demo$ethnicity7 -0.009045922 -0.02118092 -0.0328264482 -0.02118092 -0.080295243
## demo$ethnicity8 -0.028915203 -0.05011865 -0.0472590332 -0.05011865 -0.051537074
## demo$ethnicity9  0.005326372  0.05006091 -0.0068028341  0.05006091  0.014077051
##                         123           124          125          126
## (Intercept)      0.52118092  0.2187581285  0.188385075  0.135882064
## demo$ethnicity1  0.07557421  0.0617254943  0.059647260 -0.019186668
## demo$ethnicity2 -0.02118092  0.0050570656  0.029022332  0.020295092
## demo$ethnicity3  0.07881908  0.0612418715  0.042384156 -0.085882064
## demo$ethnicity4 -0.05961852  0.0003245908  0.019259218  0.066614361
## demo$ethnicity5  0.01973713  0.0078300403  0.007534808 -0.009380889
## demo$ethnicity6 -0.01759605  0.0097767128  0.020022019  0.020812709
## demo$ethnicity7 -0.02118092 -0.0759009857 -0.097475984  0.006975079
## demo$ethnicity8 -0.05011865 -0.0782513059 -0.093918138  0.034374346
## demo$ethnicity9  0.05006091  0.0210442430  0.018666207 -0.080853328
##                           127          128         129          130
## (Intercept)      0.2277425721  0.376981950  0.16653755  0.146234846
## demo$ethnicity1  0.0695831560  0.075619448 -0.07280938 -0.046137918
## demo$ethnicity2  0.0196020338 -0.014637230  0.01533058  0.008579969
## demo$ethnicity3  0.0522574279  0.077563504 -0.10771402 -0.115931816
## demo$ethnicity4  0.0006968724 -0.035718690  0.06023266  0.065924182
## demo$ethnicity5 -0.0116119196  0.020366024 -0.01027380 -0.009656399
## demo$ethnicity6  0.0116395067  0.001224118  0.01859053  0.025003523
## demo$ethnicity7 -0.0848854292 -0.043648617  0.03346245  0.026178947
## demo$ethnicity8 -0.0591655740 -0.075466799  0.05941950  0.052850020
## demo$ethnicity9  0.0120597995  0.042396040 -0.05378850 -0.061435237
##                          131          132         133          134          135
## (Intercept)      0.151506533  0.144648242  0.15020411  0.177770527  0.138365600
## demo$ethnicity1  0.007452386  0.051811749  0.01907739  0.058940222  0.009564882
## demo$ethnicity2  0.024683943  0.050649563  0.04337767  0.058946265  0.036536649
## demo$ethnicity3 -0.048058257 -0.001791099 -0.04675584  0.007414658 -0.018365600
## demo$ethnicity4  0.023887047  0.059966978  0.04627209  0.050744454  0.059775726
## demo$ethnicity5 -0.006169281 -0.012257025  0.01112561 -0.013274422 -0.005819173
## demo$ethnicity6  0.026736756  0.025442046  0.02555684  0.026336436  0.021422976
## demo$ethnicity7 -0.047506533 -0.144648242 -0.04620411 -0.134292266 -0.061442523
## demo$ethnicity8  0.005451352 -0.019107117 -0.01163703 -0.041438957  0.011875946
## demo$ethnicity9 -0.017352883 -0.027988902 -0.05845148 -0.017677934 -0.081487293
##                          136         137          138          139          140
## (Intercept)      0.130310729  0.52118092  0.169657398  0.196219482  0.135882064
## demo$ethnicity1  0.016953085  0.07557421  0.051815255  0.051812853 -0.019186668
## demo$ethnicity2  0.044591519 -0.02118092  0.046006762  0.021187925  0.020295092
## demo$ethnicity3 -0.063644063  0.07881908  0.015527787  0.034549748 -0.085882064
## demo$ethnicity4  0.055320309 -0.05961852  0.050391974  0.033721355  0.066614361
## demo$ethnicity5 -0.003894571  0.01973713  0.004195432  0.006371668 -0.009380889
## demo$ethnicity6  0.025857937 -0.01759605  0.024710435  0.016109180  0.020812709
## demo$ethnicity7 -0.053387652 -0.02118092 -0.126179137 -0.105310391  0.006975079
## demo$ethnicity8  0.019930817 -0.05011865 -0.058722654 -0.047015704  0.034374346
## demo$ethnicity9 -0.072903322  0.05006091 -0.009564805 -0.006559505 -0.080853328
##                          141          142          143          144
## (Intercept)      0.144648242  0.130310729  0.166790822  0.169908028
## demo$ethnicity1  0.051811749  0.016953085 -0.009233112  0.036326530
## demo$ethnicity2  0.050649563  0.044591519  0.029013374  0.026708514
## demo$ethnicity3 -0.001791099 -0.063644063 -0.066790822  0.015277158
## demo$ethnicity4  0.059966978  0.055320309  0.072499219  0.012195751
## demo$ethnicity5 -0.012257025 -0.003894571 -0.022974877  0.011820923
## demo$ethnicity6  0.025442046  0.025857937  0.018264907  0.019240554
## demo$ethnicity7 -0.144648242 -0.053387652 -0.023933679 -0.056864549
## demo$ethnicity8 -0.019107117  0.019930817  0.020132255 -0.058973283
## demo$ethnicity9 -0.027988902 -0.072903322 -0.059635650 -0.009815435
##                          145          146          147         148         149
## (Intercept)      0.188385075  0.142240116  0.130310729  0.52118092  0.15600950
## demo$ethnicity1  0.059647260  0.040954427  0.016953085  0.07557421 -0.04621560
## demo$ethnicity2  0.029022332  0.051341665  0.044591519 -0.02118092  0.02233473
## demo$ethnicity3  0.042384156 -0.038791840 -0.063644063  0.07881908 -0.07722162
## demo$ethnicity4  0.019259218  0.061965554  0.055320309 -0.05961852  0.06746266
## demo$ethnicity5  0.007534808 -0.010024794 -0.003894571  0.01973713 -0.01369629
## demo$ethnicity6  0.020022019  0.026735158  0.025857937 -0.01759605  0.02068611
## demo$ethnicity7 -0.097475984 -0.102240116 -0.053387652 -0.02118092  0.01640429
## demo$ethnicity8 -0.093918138 -0.003673036  0.019930817 -0.05011865  0.04307537
## demo$ethnicity9  0.018666207 -0.050487488 -0.072903322  0.05006091 -0.08333110
##                         150          151         152         153         154
## (Intercept)      0.44266223  0.128752604  0.52118092  0.39723395  0.20474602
## demo$ethnicity1  0.07847649  0.008511211  0.07557421  0.07536745  0.05928631
## demo$ethnicity2 -0.02890931  0.029482978 -0.02118092  0.01868220  0.03488361
## demo$ethnicity3  0.08114730 -0.062085937  0.07881908  0.05731151  0.02602321
## demo$ethnicity4 -0.04413760  0.056878434 -0.05961852 -0.02170365  0.03408370
## demo$ethnicity5  0.01579764 -0.015270015  0.01973713  0.02326995 -0.01203141
## demo$ethnicity6 -0.01097289  0.019988353 -0.01759605  0.01016858  0.01784627
## demo$ethnicity7 -0.03089752 -0.051829527 -0.02118092 -0.06390062 -0.11383693
## demo$ethnicity8 -0.06170984  0.021488942 -0.05011865 -0.09571880 -0.02887558
## demo$ethnicity9  0.04877470 -0.043726149  0.05006091  0.04319667 -0.01508604
##                          155         156         157         158          159
## (Intercept)      0.138427724  0.52118092  0.52118092  0.20609685  0.135882064
## demo$ethnicity1 -0.011996483  0.07557421  0.07557421 -0.10155344 -0.019186668
## demo$ethnicity2  0.034909232 -0.02118092 -0.02118092  0.02491988  0.020295092
## demo$ethnicity3 -0.106169660  0.07881908  0.07881908 -0.09498574 -0.085882064
## demo$ethnicity4  0.055765656 -0.05961852 -0.05961852  0.05672078  0.066614361
## demo$ethnicity5 -0.003800723  0.01973713  0.01973713 -0.02134839 -0.009380889
## demo$ethnicity6  0.032959776 -0.01759605 -0.01759605  0.01597906  0.020812709
## demo$ethnicity7 -0.027316613 -0.02118092 -0.02118092  0.04390315  0.006975079
## demo$ethnicity8  0.039529265 -0.05011865 -0.05011865  0.06848808  0.034374346
## demo$ethnicity9 -0.055728694  0.05006091  0.05006091 -0.05339335 -0.080853328
##                          160           161          162         163         164
## (Intercept)      0.140871133  0.2187581285  0.130310729  0.15954650  0.39723395
## demo$ethnicity1  0.018087786  0.0617254943  0.016953085 -0.04141783  0.07536745
## demo$ethnicity2  0.017928039  0.0050570656  0.044591519  0.01879773  0.01868220
## demo$ethnicity3 -0.037422857  0.0612418715 -0.063644063 -0.12924347  0.05731151
## demo$ethnicity4  0.028392179  0.0003245908  0.055320309  0.05799973 -0.02170365
## demo$ethnicity5 -0.014850962  0.0078300403 -0.003894571 -0.01802978  0.02326995
## demo$ethnicity6  0.015655564  0.0097767128  0.025857937  0.02565159  0.01016858
## demo$ethnicity7 -0.036871133 -0.0759009857 -0.053387652  0.01286729 -0.06390062
## demo$ethnicity8 -0.002304052 -0.0782513059  0.019930817  0.05569998 -0.09571880
## demo$ethnicity9 -0.020510586  0.0210442430 -0.072903322 -0.03717113  0.04319667
##                         165          166          167           168
## (Intercept)      0.16597402  0.144014886  0.163609217  0.1964628118
## demo$ethnicity1 -0.07224585 -0.036731254 -0.026855395  0.0355695236
## demo$ethnicity2  0.01589411  0.012162271  0.025727740  0.0009445956
## demo$ethnicity3 -0.10715049 -0.094014886 -0.079738249  0.0343064189
## demo$ethnicity4  0.06602495  0.064037095  0.055854950 -0.0061730158
## demo$ethnicity5 -0.01451507 -0.012149314  0.010574623  0.0143754864
## demo$ethnicity6  0.02470962  0.025256918  0.028625449  0.0103520661
## demo$ethnicity7  0.03402598 -0.001157743  0.006761153 -0.0328264482
## demo$ethnicity8  0.05998303  0.042908191  0.014347772 -0.0472590332
## demo$ethnicity9 -0.06498968 -0.050652817 -0.067117083 -0.0068028341
##                          169          170          171          172
## (Intercept)      0.218259154  0.146324950  0.228715895  0.128528935
## demo$ethnicity1  0.057201753  0.003228872  0.068609833 -0.002097694
## demo$ethnicity2  0.041370475  0.027012006  0.039681342  0.028808021
## demo$ethnicity3  0.012510077 -0.062453982  0.051284105 -0.096270871
## demo$ethnicity4  0.014469105  0.074515561  0.008612438  0.059929678
## demo$ethnicity5  0.009344022 -0.017037214  0.006761163 -0.011911833
## demo$ethnicity6  0.021720454  0.019418729  0.020325626  0.022701588
## demo$ethnicity7 -0.054622791 -0.035213839 -0.085858752 -0.017417824
## demo$ethnicity8 -0.097125551  0.014427738 -0.117838702  0.032223753
## demo$ethnicity9  0.006183432 -0.062736042  0.029268295 -0.058733131
##                          173          174          175         176          177
## (Intercept)      0.228715895  0.138365600  0.188123551  0.14720583  0.131419779
## demo$ethnicity1  0.068609833  0.009564882  0.006105474  0.01405799  0.027539139
## demo$ethnicity2  0.039681342  0.036536649  0.022849534  0.02769642  0.044770697
## demo$ethnicity3  0.051284105 -0.018365600 -0.029502862 -0.02720583 -0.027971504
## demo$ethnicity4  0.008612438  0.059775726  0.051760616  0.07203838  0.050811407
## demo$ethnicity5  0.006761163 -0.005819173  0.015961468 -0.02058533 -0.006496158
## demo$ethnicity6  0.020325626  0.021422976  0.022472982  0.01663173  0.025591145
## demo$ethnicity7 -0.085858752 -0.061442523 -0.020123551 -0.07028275 -0.091419779
## demo$ethnicity8 -0.117838702  0.011875946 -0.002125641  0.00303572  0.007147301
## demo$ethnicity9  0.029268295 -0.081487293 -0.081556108 -0.04789366 -0.055051767
##                           178          179          180          181
## (Intercept)      0.1723511528  0.135882064  0.188385075  0.228715895
## demo$ethnicity1  0.0122459952 -0.019186668  0.059647260  0.068609833
## demo$ethnicity2  0.0373995803  0.020295092  0.029022332  0.039681342
## demo$ethnicity3 -0.0523511528 -0.085882064  0.042384156  0.051284105
## demo$ethnicity4  0.0679959346  0.066614361  0.019259218  0.008612438
## demo$ethnicity5 -0.0188483661 -0.009380889  0.007534808  0.006761163
## demo$ethnicity6  0.0179579818  0.020812709  0.020022019  0.020325626
## demo$ethnicity7 -0.0338896143  0.006975079 -0.097475984 -0.085858752
## demo$ethnicity8  0.0001126153  0.034374346 -0.093918138 -0.117838702
## demo$ethnicity9 -0.0582241687 -0.080853328  0.018666207  0.029268295
##                          182          183          184          185
## (Intercept)      0.170248789  0.135882064  0.168735475  0.173813311
## demo$ethnicity1  0.040756657 -0.019186668  0.052737178  0.008101226
## demo$ethnicity2  0.045049017  0.020295092  0.027881066  0.021484494
## demo$ethnicity3 -0.027391646 -0.085882064  0.016449710 -0.030956169
## demo$ethnicity4  0.057287820  0.066614361  0.043233089  0.015609990
## demo$ethnicity5 -0.022720695 -0.009380889 -0.012320179  0.010185715
## demo$ethnicity6  0.020569791  0.020812709  0.016872490  0.025377288
## demo$ethnicity7 -0.103582122  0.006975079 -0.125257214 -0.040479978
## demo$ethnicity8 -0.020465239  0.034374346 -0.005737239 -0.029224567
## demo$ethnicity9 -0.007919118 -0.080853328 -0.025309549  0.002802073
##                           186          187          188          189
## (Intercept)      0.1576718601  0.263325620  0.267706386  0.181685107
## demo$ethnicity1  0.0123215413  0.069682113  0.065301347  0.050822029
## demo$ethnicity2  0.0185186161  0.013896602 -0.015484164  0.033979054
## demo$ethnicity3  0.0009488296  0.070007713  0.065626948  0.003500079
## demo$ethnicity4  0.0443648086 -0.013330261 -0.006599916  0.024372496
## demo$ethnicity5 -0.0058659525  0.005698071  0.012428417  0.007978000
## demo$ethnicity6  0.0138401537  0.011072452  0.010969761  0.020539504
## demo$ethnicity7 -0.0536718601 -0.063325620 -0.067706386 -0.068641628
## demo$ethnicity8  0.0283260500 -0.095569629 -0.068577845 -0.070750362
## demo$ethnicity9 -0.0818736481  0.031046674  0.026665909 -0.004925847
##                          190         191          192         193         194
## (Intercept)      0.145449800  0.52118092  0.135882064  0.16653755  0.16597402
## demo$ethnicity1 -0.028754404  0.07557421 -0.019186668 -0.07280938 -0.07224585
## demo$ethnicity2  0.026111972 -0.02118092  0.020295092  0.01533058  0.01589411
## demo$ethnicity3 -0.095449800  0.07881908 -0.085882064 -0.10771402 -0.10715049
## demo$ethnicity4  0.062602181 -0.05961852  0.066614361  0.06023266  0.06602495
## demo$ethnicity5 -0.001528034  0.01973713 -0.009380889 -0.01027380 -0.01451507
## demo$ethnicity6  0.030703662 -0.01759605  0.020812709  0.01859053  0.02470962
## demo$ethnicity7 -0.002592657 -0.02118092  0.006975079  0.03346245  0.03402598
## demo$ethnicity8  0.041473277 -0.05011865  0.034374346  0.05941950  0.05998303
## demo$ethnicity9 -0.077921064  0.05006091 -0.080853328 -0.05378850 -0.06498968
##                          195          196          197          198
## (Intercept)      0.218259154  0.135882064  0.188385075  0.228715895
## demo$ethnicity1  0.057201753 -0.019186668  0.059647260  0.068609833
## demo$ethnicity2  0.041370475  0.020295092  0.029022332  0.039681342
## demo$ethnicity3  0.012510077 -0.085882064  0.042384156  0.051284105
## demo$ethnicity4  0.014469105  0.066614361  0.019259218  0.008612438
## demo$ethnicity5  0.009344022 -0.009380889  0.007534808  0.006761163
## demo$ethnicity6  0.021720454  0.020812709  0.020022019  0.020325626
## demo$ethnicity7 -0.054622791  0.006975079 -0.097475984 -0.085858752
## demo$ethnicity8 -0.097125551  0.034374346 -0.093918138 -0.117838702
## demo$ethnicity9  0.006183432 -0.080853328  0.018666207  0.029268295
##                          199          200         201          202          203
## (Intercept)      0.146234846  0.136477044  0.52118092  0.128752604  0.447989211
## demo$ethnicity1 -0.046137918 -0.029781648  0.07557421  0.008511211  0.073149505
## demo$ethnicity2  0.008579969  0.019700112 -0.02118092  0.029482978 -0.007569631
## demo$ethnicity3 -0.115931816 -0.136477044  0.07881908 -0.062085937  0.075820313
## demo$ethnicity4  0.065924182  0.059889113 -0.05961852  0.056878434 -0.039588044
## demo$ethnicity5 -0.009656399 -0.010346240  0.01973713 -0.015270015  0.010470654
## demo$ethnicity6  0.025003523  0.029433415 -0.01759605  0.019988353 -0.004623622
## demo$ethnicity7  0.026178947  0.006380099 -0.02118092 -0.051829527 -0.036224505
## demo$ethnicity8  0.052850020  0.050446033 -0.05011865  0.021488942 -0.067036830
## demo$ethnicity9 -0.061435237 -0.042655205  0.05006091 -0.043726149  0.043447715
##                          204          205         206         207          208
## (Intercept)      0.128752604  0.209862889  0.20609685  0.38051669  0.169365418
## demo$ethnicity1  0.008511211  0.038169447 -0.10155344  0.07208471  0.024863608
## demo$ethnicity2  0.029482978  0.007544519  0.02491988  0.01039946  0.041607667
## demo$ethnicity3 -0.062085937  0.020906342 -0.09498574  0.07402877 -0.010744728
## demo$ethnicity4  0.056878434  0.007657948  0.05672078 -0.03925343  0.062053141
## demo$ethnicity5 -0.015270015  0.019317561 -0.02134839  0.01683129  0.005605207
## demo$ethnicity6  0.019988353  0.020324860  0.01597906 -0.00231062  0.022124586
## demo$ethnicity7 -0.051829527 -0.046226525  0.04390315 -0.04718336 -0.065365418
## demo$ethnicity8  0.021488942 -0.060659110  0.06848808 -0.07900154 -0.030798337
## demo$ethnicity9 -0.043726149 -0.002811606 -0.05339335  0.03886130 -0.062797975
##                          209          210          211         212          213
## (Intercept)      0.136316708  0.154019509  0.164215284  0.16447100  0.376981950
## demo$ethnicity1 -0.009259856 -0.006089028  0.042911374  0.02811021  0.075619448
## demo$ethnicity2  0.021020249  0.004216073  0.049264339  0.03082681 -0.014637230
## demo$ethnicity3 -0.052445740 -0.034019509 -0.021358142 -0.02161385  0.077563504
## demo$ethnicity4  0.064225879  0.050706179  0.055240516  0.01860310 -0.035718690
## demo$ethnicity5 -0.013773680 -0.014635476  0.006150416  0.01343207  0.020366024
## demo$ethnicity6  0.018399654  0.008683956  0.025406538  0.02019687  0.001224118
## demo$ethnicity7 -0.025205597 -0.015557970 -0.097548618 -0.03113766 -0.043648617
## demo$ethnicity8  0.024435980  0.041632665 -0.038674159 -0.03892987 -0.075466799
## demo$ethnicity9 -0.067013514 -0.069522154 -0.031555944 -0.03181166  0.042396040
##                          214          215          216          217
## (Intercept)      0.200930385  0.154019509  0.142240116  0.139006375
## demo$ethnicity1  0.031576751 -0.006089028  0.040954427 -0.001742561
## demo$ethnicity2  0.016738788  0.004216073  0.051341665  0.035895873
## demo$ethnicity3 -0.015745200 -0.034019509 -0.038791840 -0.072339709
## demo$ethnicity4  0.007076535  0.050706179  0.061965554  0.052550589
## demo$ethnicity5  0.020484085 -0.014635476 -0.010024794 -0.006883230
## demo$ethnicity6  0.013632795  0.008683956  0.026735158  0.030642144
## demo$ethnicity7 -0.018321689 -0.015557970 -0.102240116 -0.062083298
## demo$ethnicity8 -0.037932149  0.041632665 -0.003673036  0.029012948
## demo$ethnicity9 -0.024171126 -0.069522154 -0.050487488 -0.040646587
##                          218         219          220           221         222
## (Intercept)      0.252472609  0.20609685  0.136477044  0.2812947673  0.17890536
## demo$ethnicity1  0.011559726 -0.10155344 -0.029781648  0.0694907435 -0.05822789
## demo$ethnicity2 -0.012842979  0.02491988  0.019700112  0.0431496772  0.02581991
## demo$ethnicity3 -0.021703378 -0.09498574 -0.136477044  0.0520385660 -0.07302301
## demo$ethnicity4 -0.000883125  0.05672078  0.059889113 -0.0009550291  0.05882837
## demo$ethnicity5  0.024808987 -0.02134839 -0.010346240  0.0081967603 -0.01751001
## demo$ethnicity6  0.020075215  0.01597906  0.029433415  0.0190641697  0.01112872
## demo$ethnicity7 -0.016108973  0.04390315  0.006380099 -0.0812947673  0.02109464
## demo$ethnicity8 -0.028019168  0.06848808  0.050446033 -0.1135387760  0.04705169
## demo$ethnicity9  0.019405875 -0.05339335 -0.042655205  0.0321251461 -0.06615631
##                          223          224          225         226          227
## (Intercept)      0.321392630  0.276826568  0.377298350  0.25105295  0.263325620
## demo$ethnicity1  0.068766346  0.073958943  0.075303049  0.06311488  0.069682113
## demo$ethnicity2  0.021450508  0.025395655 -0.014953630  0.03839692  0.013896602
## demo$ethnicity3  0.069911718  0.056506766  0.077247104  0.02894705  0.070007713
## demo$ethnicity4 -0.023372971 -0.004952438 -0.026678365  0.03825124 -0.013330261
## demo$ethnicity5  0.008614528  0.012664960  0.007351212  0.01069190  0.005698071
## demo$ethnicity6  0.007690610  0.013717962  0.000469425  0.02667940  0.011072452
## demo$ethnicity7 -0.058234735 -0.076826568 -0.043965017 -0.10819581 -0.063325620
## demo$ethnicity8 -0.090467651 -0.109070576 -0.075783199 -0.08247595 -0.095569629
## demo$ethnicity9  0.032592878  0.036593346  0.042079640  0.00693124  0.031046674
##                         228          229          230          231         232
## (Intercept)      0.20474602  0.135882064  0.263325620  0.304856344  0.18366238
## demo$ethnicity1  0.05928631 -0.019186668  0.069682113  0.063706944 -0.08941134
## demo$ethnicity2  0.03488361  0.020295092  0.013896602  0.041810323  0.02106289
## demo$ethnicity3  0.02602321 -0.085882064  0.070007713  0.028476989 -0.07778003
## demo$ethnicity4  0.03408370  0.066614361 -0.013330261  0.030166398  0.05930011
## demo$ethnicity5 -0.01203141 -0.009380889  0.005698071  0.012292711 -0.01678267
## demo$ethnicity6  0.01784627  0.020812709  0.011072452  0.025741533  0.01855693
## demo$ethnicity7 -0.11383693  0.006975079 -0.063325620 -0.104856344  0.01633762
## demo$ethnicity8 -0.02887558  0.034374346 -0.095569629 -0.076098174  0.05798094
## demo$ethnicity9 -0.01508604 -0.080853328  0.031046674  0.008563569 -0.04664863
##                          233         234          235          236         237
## (Intercept)      0.290113579  0.16653755  0.135882064  0.263325620  0.18529126
## demo$ethnicity1  0.042894154 -0.07280938 -0.019186668  0.069682113 -0.09554582
## demo$ethnicity2 -0.035113579  0.01533058  0.020295092  0.013896602  0.02192458
## demo$ethnicity3  0.043219754 -0.10771402 -0.085882064  0.070007713 -0.09957697
## demo$ethnicity4 -0.026361607  0.06023266  0.066614361 -0.013330261  0.06011568
## demo$ethnicity5  0.026785356 -0.01027380 -0.009380889  0.005698071 -0.01528275
## demo$ethnicity6  0.002775283  0.01859053  0.020812709  0.011072452  0.01878956
## demo$ethnicity7 -0.010113579  0.03346245  0.006975079 -0.063325620  0.04051520
## demo$ethnicity8 -0.029982860  0.05941950  0.034374346 -0.095569629  0.06577607
## demo$ethnicity9  0.004258715 -0.05378850 -0.080853328  0.031046674 -0.05768033
##                           238          239          240          241
## (Intercept)      0.2187581285  0.316982591  0.446467973  0.135882064
## demo$ethnicity1  0.0617254943  0.073176385  0.074670743 -0.019186668
## demo$ethnicity2  0.0050570656  0.002331135 -0.001945829  0.020295092
## demo$ethnicity3  0.0612418715  0.074321757  0.077341551 -0.085882064
## demo$ethnicity4  0.0003245908 -0.018962932 -0.047943350  0.066614361
## demo$ethnicity5  0.0078300403  0.001172715  0.011991892 -0.009380889
## demo$ethnicity6  0.0097767128  0.001335559 -0.014778634  0.020812709
## demo$ethnicity7 -0.0759009857 -0.053824696 -0.034703267  0.006975079
## demo$ethnicity8 -0.0782513059 -0.086057612 -0.065515592  0.034374346
## demo$ethnicity9  0.0210442430  0.037002917  0.044968953 -0.080853328
##                          242          243         244          245          246
## (Intercept)      0.168986105  0.135882064  0.20609685  0.252472609  0.276133179
## demo$ethnicity1  0.037248453 -0.019186668 -0.10155344  0.011559726  0.074652331
## demo$ethnicity2  0.008582817  0.020295092  0.02491988 -0.012842979  0.003866821
## demo$ethnicity3  0.016199080 -0.085882064 -0.09498574 -0.021703378  0.057200154
## demo$ethnicity4  0.005036866  0.066614361  0.05672078 -0.000883125 -0.005150166
## demo$ethnicity5 -0.004694688 -0.009380889 -0.02134839  0.024808987 -0.018220599
## demo$ethnicity6  0.011402609  0.020812709  0.01597906  0.020075215  0.003861121
## demo$ethnicity7 -0.055942627  0.006975079  0.04390315 -0.016108973 -0.076133179
## demo$ethnicity8 -0.005987869  0.034374346  0.06848808 -0.028019168 -0.047375009
## demo$ethnicity9 -0.025560179 -0.080853328 -0.05339335  0.019405875  0.018239115
##                          247          248          249          250
## (Intercept)      0.290113579  0.228715895  0.154019509  0.136477044
## demo$ethnicity1  0.042894154  0.068609833 -0.006089028 -0.029781648
## demo$ethnicity2 -0.035113579  0.039681342  0.004216073  0.019700112
## demo$ethnicity3  0.043219754  0.051284105 -0.034019509 -0.136477044
## demo$ethnicity4 -0.026361607  0.008612438  0.050706179  0.059889113
## demo$ethnicity5  0.026785356  0.006761163 -0.014635476 -0.010346240
## demo$ethnicity6  0.002775283  0.020325626  0.008683956  0.029433415
## demo$ethnicity7 -0.010113579 -0.085858752 -0.015557970  0.006380099
## demo$ethnicity8 -0.029982860 -0.117838702  0.041632665  0.050446033
## demo$ethnicity9  0.004258715  0.029268295 -0.069522154 -0.042655205
##                          251         252          253          254          255
## (Intercept)      0.139006375  0.18043693  0.266332593  0.146234846  0.228715895
## demo$ethnicity1 -0.001742561 -0.05374153  0.066675140 -0.046137918  0.068609833
## demo$ethnicity2  0.035895873  0.03075188 -0.011332593  0.008579969  0.039681342
## demo$ethnicity3 -0.072339709 -0.08043693  0.067000740 -0.115931816  0.051284105
## demo$ethnicity4  0.052550589  0.05757106 -0.013691731  0.065924182  0.008612438
## demo$ethnicity5 -0.006883230  0.00717233  0.013802210 -0.009656399  0.006761163
## demo$ethnicity6  0.030642144  0.03065538  0.002529147  0.025003523  0.020325626
## demo$ethnicity7 -0.062083298  0.01956307 -0.066332593  0.026178947 -0.085858752
## demo$ethnicity8  0.029012948  0.02315282 -0.067204053  0.052850020 -0.117838702
## demo$ethnicity9 -0.040646587 -0.07328176  0.028039701 -0.061435237  0.029268295
##                          256          257          258          259         260
## (Intercept)      0.377298350  0.131419779  0.190144422  0.146234846  0.39723395
## demo$ethnicity1  0.075303049  0.027539139  0.031328232 -0.046137918  0.07536745
## demo$ethnicity2 -0.014953630  0.044770697  0.025519739  0.008579969  0.01868220
## demo$ethnicity3  0.077247104 -0.027971504 -0.004959237 -0.115931816  0.05731151
## demo$ethnicity4 -0.026678365  0.050811407  0.039261676  0.065924182 -0.02170365
## demo$ethnicity5  0.007351212 -0.006496158  0.015459772 -0.009656399  0.02326995
## demo$ethnicity6  0.000469425  0.025591145  0.025032570  0.025003523  0.01016858
## demo$ethnicity7 -0.043965017 -0.091419779 -0.077100944  0.026178947 -0.06390062
## demo$ethnicity8 -0.075783199  0.007147301 -0.027146185  0.052850020 -0.09571880
## demo$ethnicity9  0.042079640 -0.055051767 -0.030051829 -0.061435237  0.04319667
##                          261          262          263         264
## (Intercept)      0.130310729  0.228715895  0.228715895  0.15553089
## demo$ethnicity1  0.016953085  0.068609833  0.068609833 -0.02883550
## demo$ethnicity2  0.044591519  0.039681342  0.039681342  0.04027330
## demo$ethnicity3 -0.063644063  0.051284105  0.051284105 -0.05553089
## demo$ethnicity4  0.055320309  0.008612438  0.008612438  0.06420691
## demo$ethnicity5 -0.003894571  0.006761163  0.006761163 -0.00568320
## demo$ethnicity6  0.025857937  0.020325626  0.020325626  0.02624279
## demo$ethnicity7 -0.053387652 -0.085858752 -0.085858752 -0.01267375
## demo$ethnicity8  0.019930817 -0.117838702 -0.117838702  0.03139219
## demo$ethnicity9 -0.072903322  0.029268295  0.029268295 -0.10050216
##                           265          266          267          268
## (Intercept)      0.1576718601  0.146324950  0.228715895  0.146234846
## demo$ethnicity1  0.0123215413  0.003228872  0.068609833 -0.046137918
## demo$ethnicity2  0.0185186161  0.027012006  0.039681342  0.008579969
## demo$ethnicity3  0.0009488296 -0.062453982  0.051284105 -0.115931816
## demo$ethnicity4  0.0443648086  0.074515561  0.008612438  0.065924182
## demo$ethnicity5 -0.0058659525 -0.017037214  0.006761163 -0.009656399
## demo$ethnicity6  0.0138401537  0.019418729  0.020325626  0.025003523
## demo$ethnicity7 -0.0536718601 -0.035213839 -0.085858752  0.026178947
## demo$ethnicity8  0.0283260500  0.014427738 -0.117838702  0.052850020
## demo$ethnicity9 -0.0818736481 -0.062736042  0.029268295 -0.061435237
##                          269          270         271           272
## (Intercept)      0.180255034  0.177770527  0.33241285  0.2277425721
## demo$ethnicity1  0.013088074  0.058940222  0.07656965  0.0695831560
## demo$ethnicity2  0.015042771  0.058946265  0.01043028  0.0196020338
## demo$ethnicity3  0.019744966  0.007414658  0.05889150  0.0522574279
## demo$ethnicity4  0.036850807  0.050744454 -0.01109617  0.0006968724
## demo$ethnicity5  0.010451642 -0.013274422  0.01932270 -0.0116119196
## demo$ethnicity6  0.011954311  0.026336436  0.01378960  0.0116395067
## demo$ethnicity7 -0.046921701 -0.134292266 -0.06925496 -0.0848854292
## demo$ethnicity8 -0.005074659 -0.041438957 -0.10148787 -0.0591655740
## demo$ethnicity9 -0.064211078 -0.017677934  0.04157265  0.0120597995
##                          273          274          275          276
## (Intercept)      0.263325620  0.346322316  0.267706386  0.128752604
## demo$ethnicity1  0.069682113  0.062660189  0.065301347  0.008511211
## demo$ethnicity2  0.013896602  0.020050233 -0.015484164  0.029482978
## demo$ethnicity3  0.070007713  0.044982031  0.065626948 -0.062085937
## demo$ethnicity4 -0.013330261  0.009390500 -0.006599916  0.056878434
## demo$ethnicity5  0.005698071  0.012891190  0.012428417 -0.015270015
## demo$ethnicity6  0.011072452  0.014726072  0.010969761  0.019988353
## demo$ethnicity7 -0.063325620 -0.083164422 -0.067706386 -0.051829527
## demo$ethnicity8 -0.095569629 -0.050691455 -0.068577845  0.021488942
## demo$ethnicity9  0.031046674  0.007663191  0.026665909 -0.043726149
##                          277          278          279          280
## (Intercept)      0.188009702  0.156588873  0.236954233  0.144903954
## demo$ethnicity1  0.048701047 -0.046794975  0.060371495  0.037010583
## demo$ethnicity2  0.029659471  0.021755353  0.031443004  0.032212034
## demo$ethnicity3 -0.002824517 -0.077800994  0.043045767 -0.002046811
## demo$ethnicity4  0.026513509  0.061496080  0.023646828  0.023329562
## demo$ethnicity5 -0.022221839 -0.009337388  0.005444212 -0.004975372
## demo$ethnicity6  0.015521537  0.014381608  0.016179360  0.020232380
## demo$ethnicity7 -0.074966223  0.015824920 -0.094097090 -0.078237287
## demo$ethnicity8 -0.051678132  0.042495992 -0.068377235 -0.019362828
## demo$ethnicity9  0.019564372 -0.071789264  0.002848138 -0.028244613
##                          281          282         283         284          285
## (Intercept)      0.154019509  0.146234846  0.20474602  0.25299271  0.130310729
## demo$ethnicity1 -0.006089028 -0.046137918  0.05928631  0.06117512  0.016953085
## demo$ethnicity2  0.004216073  0.008579969  0.03488361  0.03893394  0.044591519
## demo$ethnicity3 -0.034019509 -0.115931816  0.02602321  0.02700729 -0.063644063
## demo$ethnicity4  0.050706179  0.065924182  0.03408370  0.02742259  0.055320309
## demo$ethnicity5 -0.014635476 -0.009656399 -0.01203141 -0.01059426 -0.003894571
## demo$ethnicity6  0.008683956  0.025003523  0.01784627  0.01508019  0.025857937
## demo$ethnicity7 -0.015557970  0.026178947 -0.11383693 -0.11013557 -0.053387652
## demo$ethnicity8  0.041632665  0.052850020 -0.02887558 -0.02671591  0.019930817
## demo$ethnicity9 -0.069522154 -0.061435237 -0.01508604 -0.01319034 -0.072903322
##                          286          287          288          289         290
## (Intercept)      0.169285405  0.169908028  0.146234846  0.138365600  0.16447100
## demo$ethnicity1  0.013909138  0.036326530 -0.046137918  0.009564882  0.02811021
## demo$ethnicity2  0.008561386  0.026708514  0.008579969  0.036536649  0.03082681
## demo$ethnicity3 -0.065837129  0.015277158 -0.115931816 -0.018365600 -0.02161385
## demo$ethnicity4  0.023580392  0.012195751  0.065924182  0.059775726  0.01860310
## demo$ethnicity5 -0.006859138  0.011820923 -0.009656399 -0.005819173  0.01343207
## demo$ethnicity6  0.010548257  0.019240554  0.025003523  0.021422976  0.02019687
## demo$ethnicity7 -0.001285405 -0.056864549  0.026178947 -0.061442523 -0.03113766
## demo$ethnicity8  0.016712506 -0.058973283  0.052850020  0.011875946 -0.03892987
## demo$ethnicity9 -0.033540243 -0.009815435 -0.061435237 -0.081487293 -0.03181166
##                         291          292          293          294          295
## (Intercept)      0.20609685  0.136316708  0.381987833  0.130310729  0.142499164
## demo$ethnicity1 -0.10155344 -0.009259856  0.070613566  0.016953085  0.026782335
## demo$ethnicity2  0.02491988  0.021020249  0.005356888  0.044591519  0.033691312
## demo$ethnicity3 -0.09498574 -0.052445740  0.072557622 -0.063644063 -0.039050888
## demo$ethnicity4  0.05672078  0.064225879 -0.031367847  0.055320309  0.026764147
## demo$ethnicity5 -0.02134839 -0.013773680  0.015360142 -0.003894571 -0.003057025
## demo$ethnicity6  0.01597906  0.018399654  0.007198627  0.025857937  0.021762305
## demo$ethnicity7  0.04390315 -0.025205597 -0.048654499 -0.053387652 -0.038499164
## demo$ethnicity8  0.06848808  0.024435980 -0.080472681  0.019930817 -0.003932084
## demo$ethnicity9 -0.05339335 -0.067013514  0.037390158 -0.072903322 -0.050746536
##                         296          297          298         299          300
## (Intercept)      0.20217213  0.131419779  0.136316708  0.16048861  0.142240116
## demo$ethnicity1  0.03033501  0.027539139 -0.009259856  0.00817395  0.040954427
## demo$ethnicity2  0.01349203  0.044770697  0.021020249  0.03784835  0.051341665
## demo$ethnicity3 -0.01698695 -0.027971504 -0.052445740 -0.07661764 -0.038791840
## demo$ethnicity4  0.01324220  0.050811407  0.064225879  0.06608667  0.061965554
## demo$ethnicity5  0.01924234 -0.006496158 -0.013773680 -0.02597211 -0.010024794
## demo$ethnicity6  0.02086164  0.025591145  0.018399654  0.02009795  0.026735158
## demo$ethnicity7 -0.01956343 -0.091419779 -0.025205597 -0.04937750 -0.102240116
## demo$ethnicity8 -0.03917389  0.007147301  0.024435980  0.01746838 -0.003673036
## demo$ethnicity9 -0.02541287 -0.055051767 -0.067013514 -0.03680753 -0.050487488
##                          301          302         303          304          305
## (Intercept)      0.135882064  0.135882064  0.13915096  0.144903954  0.130310729
## demo$ethnicity1 -0.019186668 -0.019186668  0.02144619  0.037010583  0.016953085
## demo$ethnicity2  0.020295092  0.020295092  0.03575129  0.032212034  0.044591519
## demo$ethnicity3 -0.085882064 -0.085882064 -0.07248429 -0.002046811 -0.063644063
## demo$ethnicity4  0.066614361  0.066614361  0.06758296  0.023329562  0.055320309
## demo$ethnicity5 -0.009380889 -0.009380889 -0.01866072 -0.004975372 -0.003894571
## demo$ethnicity6  0.020812709  0.020812709  0.02106669  0.020232380  0.025857937
## demo$ethnicity7  0.006975079  0.006975079 -0.06222788 -0.078237287 -0.053387652
## demo$ethnicity8  0.034374346  0.034374346  0.01109059 -0.019362828  0.019930817
## demo$ethnicity9 -0.080853328 -0.080853328 -0.03930969 -0.028244613 -0.072903322
##                          306          307          308          309
## (Intercept)      0.137810689  0.164215284  0.205693386  0.183869093
## demo$ethnicity1 -0.001056867  0.042911374  0.058338949 -0.011938612
## demo$ethnicity2  0.035526268  0.049264339  0.053936244  0.016839606
## demo$ethnicity3 -0.053939721 -0.021358142  0.025075845 -0.010535760
## demo$ethnicity4  0.062731899  0.055240516  0.041601949  0.060395689
## demo$ethnicity5 -0.002788186  0.006150416  0.005363373 -0.025421224
## demo$ethnicity6  0.024049887  0.025406538  0.026086578  0.009768142
## demo$ethnicity7 -0.026699577 -0.097548618 -0.114784295 -0.045407555
## demo$ethnicity8  0.022942000 -0.038674159 -0.084559783  0.029560858
## demo$ethnicity9 -0.095203824 -0.031555944  0.001357896 -0.056937877
##                          310          311         312
## (Intercept)      0.144648242  0.135882064  0.15897206
## demo$ethnicity1  0.051811749 -0.019186668 -0.03114642
## demo$ethnicity2  0.050649563  0.020295092  0.01937216
## demo$ethnicity3 -0.001791099 -0.085882064 -0.08018418
## demo$ethnicity4  0.059966978  0.066614361  0.06450010
## demo$ethnicity5 -0.012257025 -0.009380889 -0.01710778
## demo$ethnicity6  0.025442046  0.020812709  0.01730187
## demo$ethnicity7 -0.144648242  0.006975079  0.01344173
## demo$ethnicity8 -0.019107117  0.034374346  0.04011280
## demo$ethnicity9 -0.027988902 -0.080853328 -0.07417245
## 
## $f.perms
##              [,1]
##    [1,] 0.8312195
##    [2,] 0.7736062
##    [3,] 1.9927010
##    [4,] 0.9165535
##    [5,] 1.8246029
##    [6,] 0.3660547
##    [7,] 1.6102776
##    [8,] 0.7725418
##    [9,] 1.0746271
##   [10,] 1.1183598
##   [11,] 0.9328946
##   [12,] 0.6291056
##   [13,] 1.3937927
##   [14,] 1.3498292
##   [15,] 2.5509619
##   [16,] 0.7495329
##   [17,] 1.2587852
##   [18,] 0.7407093
##   [19,] 0.8729558
##   [20,] 0.9911208
##   [21,] 2.2761398
##   [22,] 0.4491907
##   [23,] 0.8176041
##   [24,] 0.5634035
##   [25,] 1.2497981
##   [26,] 0.6259893
##   [27,] 0.9848435
##   [28,] 1.2688891
##   [29,] 0.6534257
##   [30,] 0.9759767
##   [31,] 0.5476841
##   [32,] 0.9631243
##   [33,] 1.3846489
##   [34,] 0.7860506
##   [35,] 0.8436760
##   [36,] 0.6802516
##   [37,] 0.4597659
##   [38,] 1.5737252
##   [39,] 0.5692937
##   [40,] 1.6733945
##   [41,] 1.2790722
##   [42,] 1.3152248
##   [43,] 0.6590680
##   [44,] 0.9581988
##   [45,] 1.0192731
##   [46,] 1.3581884
##   [47,] 0.7516349
##   [48,] 0.7267686
##   [49,] 0.8287453
##   [50,] 1.5405317
##   [51,] 2.5682862
##   [52,] 1.0450864
##   [53,] 0.4188896
##   [54,] 0.4440163
##   [55,] 1.5149050
##   [56,] 0.7234657
##   [57,] 1.6579630
##   [58,] 0.5689561
##   [59,] 0.8055481
##   [60,] 1.2758775
##   [61,] 0.4961277
##   [62,] 0.5075418
##   [63,] 1.0239291
##   [64,] 1.8927682
##   [65,] 0.6439582
##   [66,] 1.1680713
##   [67,] 0.7803939
##   [68,] 0.8854361
##   [69,] 0.6777062
##   [70,] 0.7968227
##   [71,] 0.8900437
##   [72,] 0.8254192
##   [73,] 1.1315308
##   [74,] 0.4091282
##   [75,] 1.5240843
##   [76,] 0.4003987
##   [77,] 1.7212394
##   [78,] 0.9410408
##   [79,] 0.7927052
##   [80,] 0.9552017
##   [81,] 0.7089779
##   [82,] 1.0696982
##   [83,] 0.4589257
##   [84,] 1.7669498
##   [85,] 0.8738494
##   [86,] 0.4216974
##   [87,] 0.7365621
##   [88,] 0.6976469
##   [89,] 1.2775908
##   [90,] 1.0392416
##   [91,] 0.6157124
##   [92,] 0.7542883
##   [93,] 0.8817539
##   [94,] 0.4639807
##   [95,] 1.1023702
##   [96,] 1.0913314
##   [97,] 0.8951890
##   [98,] 0.9766589
##   [99,] 0.8640299
##  [100,] 0.6024799
##  [101,] 2.2990113
##  [102,] 1.0417472
##  [103,] 0.7309502
##  [104,] 1.0818123
##  [105,] 0.7747426
##  [106,] 0.5662478
##  [107,] 1.9309782
##  [108,] 1.3034915
##  [109,] 0.7567160
##  [110,] 0.8188735
##  [111,] 1.7111103
##  [112,] 1.2175897
##  [113,] 1.5596365
##  [114,] 1.4549854
##  [115,] 1.5660130
##  [116,] 0.5983151
##  [117,] 0.7553839
##  [118,] 0.9869510
##  [119,] 1.2781181
##  [120,] 0.9748731
##  [121,] 1.0690955
##  [122,] 0.7993848
##  [123,] 0.8589737
##  [124,] 0.9028745
##  [125,] 0.8667749
##  [126,] 0.8823020
##  [127,] 1.0809972
##  [128,] 0.7383935
##  [129,] 0.8093755
##  [130,] 1.7037854
##  [131,] 1.5308626
##  [132,] 0.8463391
##  [133,] 1.4239174
##  [134,] 0.7681684
##  [135,] 0.9853763
##  [136,] 0.7590216
##  [137,] 0.9687618
##  [138,] 0.3344097
##  [139,] 0.7938022
##  [140,] 1.2332228
##  [141,] 1.3355258
##  [142,] 0.9304040
##  [143,] 0.5925389
##  [144,] 1.7032353
##  [145,] 1.0971680
##  [146,] 0.3703477
##  [147,] 0.6327736
##  [148,] 0.6680889
##  [149,] 1.3233401
##  [150,] 0.6397481
##  [151,] 1.5597587
##  [152,] 0.5971696
##  [153,] 1.1054945
##  [154,] 1.0509769
##  [155,] 0.3201803
##  [156,] 0.6172336
##  [157,] 0.8865985
##  [158,] 1.1881238
##  [159,] 0.7073041
##  [160,] 1.2236424
##  [161,] 1.2864742
##  [162,] 1.0889268
##  [163,] 3.7676627
##  [164,] 0.6313655
##  [165,] 1.2301458
##  [166,] 1.6205396
##  [167,] 1.7309929
##  [168,] 1.2922664
##  [169,] 0.8469646
##  [170,] 0.8209963
##  [171,] 0.9436125
##  [172,] 1.3667858
##  [173,] 2.0389046
##  [174,] 0.8100457
##  [175,] 0.6417853
##  [176,] 0.9501327
##  [177,] 1.7203237
##  [178,] 0.7277269
##  [179,] 1.0285253
##  [180,] 1.1177977
##  [181,] 0.7475893
##  [182,] 1.4112248
##  [183,] 1.4019462
##  [184,] 1.4581122
##  [185,] 0.8530797
##  [186,] 1.4843557
##  [187,] 0.9391192
##  [188,] 0.9422635
##  [189,] 0.6921565
##  [190,] 0.8878700
##  [191,] 0.6251840
##  [192,] 2.1671931
##  [193,] 2.0303377
##  [194,] 1.1192733
##  [195,] 1.8993615
##  [196,] 1.2435295
##  [197,] 1.0529002
##  [198,] 0.6033454
##  [199,] 1.1454448
##  [200,] 0.4367022
##  [201,] 0.7909640
##  [202,] 1.1599854
##  [203,] 1.1273644
##  [204,] 0.5832337
##  [205,] 0.7374837
##  [206,] 1.0350743
##  [207,] 0.8409865
##  [208,] 0.7405704
##  [209,] 0.5052699
##  [210,] 1.3578327
##  [211,] 0.8105218
##  [212,] 0.4911837
##  [213,] 0.7292835
##  [214,] 1.4569454
##  [215,] 1.0439070
##  [216,] 0.6514179
##  [217,] 0.8145645
##  [218,] 1.3071370
##  [219,] 1.8963125
##  [220,] 0.5853102
##  [221,] 0.9781866
##  [222,] 0.9087697
##  [223,] 0.9050610
##  [224,] 0.8171452
##  [225,] 1.0175548
##  [226,] 0.7760635
##  [227,] 1.1545610
##  [228,] 0.6399057
##  [229,] 1.3721993
##  [230,] 2.2479886
##  [231,] 0.5029203
##  [232,] 1.1213084
##  [233,] 0.9285785
##  [234,] 2.3692946
##  [235,] 0.8629638
##  [236,] 0.9002635
##  [237,] 0.8353952
##  [238,] 0.3916262
##  [239,] 0.4782289
##  [240,] 1.7185483
##  [241,] 1.8310836
##  [242,] 0.6969125
##  [243,] 0.7001119
##  [244,] 0.4818662
##  [245,] 0.5392883
##  [246,] 1.5766326
##  [247,] 0.9083477
##  [248,] 0.5092204
##  [249,] 1.2301951
##  [250,] 0.7629746
##  [251,] 0.7908208
##  [252,] 0.6784173
##  [253,] 0.8258058
##  [254,] 1.2044303
##  [255,] 0.6649273
##  [256,] 1.5530716
##  [257,] 1.6028077
##  [258,] 0.8560751
##  [259,] 1.1173825
##  [260,] 1.0691577
##  [261,] 1.4973117
##  [262,] 1.0030960
##  [263,] 0.8076576
##  [264,] 0.9448032
##  [265,] 1.5986497
##  [266,] 0.5201693
##  [267,] 0.9606735
##  [268,] 0.5704689
##  [269,] 1.7260135
##  [270,] 0.6642704
##  [271,] 0.5084226
##  [272,] 0.8649111
##  [273,] 0.7987790
##  [274,] 1.6897338
##  [275,] 1.0924391
##  [276,] 1.3740597
##  [277,] 0.8335421
##  [278,] 1.5285705
##  [279,] 1.0253847
##  [280,] 0.6863991
##  [281,] 1.0791028
##  [282,] 0.7313224
##  [283,] 0.8798955
##  [284,] 0.7108271
##  [285,] 0.5363752
##  [286,] 1.7482751
##  [287,] 0.7667973
##  [288,] 0.7592683
##  [289,] 1.1245659
##  [290,] 0.6162621
##  [291,] 0.6834571
##  [292,] 0.7241018
##  [293,] 1.4260570
##  [294,] 0.8940968
##  [295,] 0.4720090
##  [296,] 0.9138768
##  [297,] 0.9911026
##  [298,] 0.7977354
##  [299,] 0.8391571
##  [300,] 0.7852635
##  [301,] 1.7879030
##  [302,] 1.4098039
##  [303,] 1.2146699
##  [304,] 1.4532390
##  [305,] 1.4550135
##  [306,] 0.8006717
##  [307,] 0.7631785
##  [308,] 0.7399807
##  [309,] 0.6320391
##  [310,] 2.3659893
##  [311,] 1.1461743
##  [312,] 0.7481741
##  [313,] 1.9572755
##  [314,] 1.6872050
##  [315,] 1.0639585
##  [316,] 1.1894798
##  [317,] 0.7675973
##  [318,] 1.1123177
##  [319,] 0.9924058
##  [320,] 0.9682408
##  [321,] 0.8329194
##  [322,] 0.8488793
##  [323,] 0.4067962
##  [324,] 1.1376714
##  [325,] 1.6369758
##  [326,] 1.3641741
##  [327,] 1.8834889
##  [328,] 0.6222864
##  [329,] 0.5883139
##  [330,] 0.5439660
##  [331,] 1.8669774
##  [332,] 1.0690160
##  [333,] 0.7383423
##  [334,] 2.0087944
##  [335,] 1.5702463
##  [336,] 1.4943235
##  [337,] 0.6482290
##  [338,] 1.5492654
##  [339,] 1.1432642
##  [340,] 1.5739950
##  [341,] 1.0743142
##  [342,] 0.8530007
##  [343,] 1.0761283
##  [344,] 1.3395538
##  [345,] 0.8560858
##  [346,] 1.4174372
##  [347,] 2.0139359
##  [348,] 0.8294113
##  [349,] 1.4576984
##  [350,] 1.5224956
##  [351,] 1.5055850
##  [352,] 0.7784254
##  [353,] 0.7239773
##  [354,] 1.2400406
##  [355,] 1.1210894
##  [356,] 1.3484043
##  [357,] 1.4332874
##  [358,] 0.9859941
##  [359,] 1.1404052
##  [360,] 1.2364443
##  [361,] 0.9913053
##  [362,] 1.8888336
##  [363,] 0.7786075
##  [364,] 1.2920360
##  [365,] 0.9430894
##  [366,] 1.1770988
##  [367,] 0.8059668
##  [368,] 1.6675964
##  [369,] 1.1676208
##  [370,] 1.0823801
##  [371,] 1.2362331
##  [372,] 1.1129936
##  [373,] 0.9759679
##  [374,] 1.3889445
##  [375,] 0.5112696
##  [376,] 0.6077483
##  [377,] 0.8206189
##  [378,] 0.4485205
##  [379,] 0.5224278
##  [380,] 0.6376469
##  [381,] 0.9672824
##  [382,] 0.8563033
##  [383,] 0.6273616
##  [384,] 0.7113138
##  [385,] 0.6280176
##  [386,] 0.9053992
##  [387,] 1.5027716
##  [388,] 0.5751433
##  [389,] 0.5416297
##  [390,] 0.5417849
##  [391,] 1.5097655
##  [392,] 0.6013217
##  [393,] 0.9049366
##  [394,] 0.9971077
##  [395,] 0.9837537
##  [396,] 0.7892732
##  [397,] 0.7501834
##  [398,] 0.5487363
##  [399,] 0.4777226
##  [400,] 0.7109739
##  [401,] 1.1374136
##  [402,] 0.8236120
##  [403,] 0.7808675
##  [404,] 0.6528794
##  [405,] 0.9838095
##  [406,] 0.9002173
##  [407,] 0.3966745
##  [408,] 0.5837063
##  [409,] 0.5194343
##  [410,] 0.7139228
##  [411,] 1.4274834
##  [412,] 0.8624923
##  [413,] 1.7471750
##  [414,] 1.0708355
##  [415,] 0.5821263
##  [416,] 1.0868882
##  [417,] 0.8080408
##  [418,] 1.4167122
##  [419,] 0.5278234
##  [420,] 0.4635630
##  [421,] 1.2087258
##  [422,] 0.8468376
##  [423,] 1.6084828
##  [424,] 1.1509584
##  [425,] 1.0694105
##  [426,] 0.5808741
##  [427,] 0.7767311
##  [428,] 0.7995095
##  [429,] 1.1606682
##  [430,] 1.0798380
##  [431,] 0.9735622
##  [432,] 0.9061281
##  [433,] 0.3823922
##  [434,] 1.7440935
##  [435,] 1.4301848
##  [436,] 1.3728512
##  [437,] 0.5407775
##  [438,] 0.7475468
##  [439,] 1.0948728
##  [440,] 0.6823396
##  [441,] 1.1900108
##  [442,] 0.5827167
##  [443,] 0.5878956
##  [444,] 1.6150318
##  [445,] 0.4427441
##  [446,] 0.5098827
##  [447,] 0.5425548
##  [448,] 0.8974928
##  [449,] 0.9450314
##  [450,] 0.8582374
##  [451,] 1.6545542
##  [452,] 0.9312538
##  [453,] 1.6238132
##  [454,] 0.4443270
##  [455,] 1.3032417
##  [456,] 0.9627381
##  [457,] 0.9775364
##  [458,] 1.5299147
##  [459,] 0.6076200
##  [460,] 0.7933474
##  [461,] 1.5352348
##  [462,] 1.2515167
##  [463,] 0.6469749
##  [464,] 0.6233801
##  [465,] 1.2138051
##  [466,] 1.6277551
##  [467,] 0.9646483
##  [468,] 1.0629291
##  [469,] 0.7379252
##  [470,] 1.7018499
##  [471,] 1.6726354
##  [472,] 1.5740432
##  [473,] 0.3596326
##  [474,] 0.6293547
##  [475,] 1.6493062
##  [476,] 2.6462010
##  [477,] 1.4488799
##  [478,] 1.1572940
##  [479,] 0.8859678
##  [480,] 0.8466186
##  [481,] 1.3231335
##  [482,] 1.6752869
##  [483,] 0.7142214
##  [484,] 1.0157188
##  [485,] 1.9141105
##  [486,] 1.7991958
##  [487,] 0.8806053
##  [488,] 0.8402454
##  [489,] 1.1785091
##  [490,] 1.0242733
##  [491,] 1.1367304
##  [492,] 0.9217907
##  [493,] 0.5314429
##  [494,] 1.3268241
##  [495,] 0.7238097
##  [496,] 1.9760801
##  [497,] 1.1169036
##  [498,] 1.7200504
##  [499,] 0.8610310
##  [500,] 0.6698026
##  [501,] 0.9586180
##  [502,] 0.7026260
##  [503,] 0.9243181
##  [504,] 0.4538916
##  [505,] 0.7855565
##  [506,] 0.7320800
##  [507,] 0.7199934
##  [508,] 1.4587947
##  [509,] 1.9456762
##  [510,] 1.0078946
##  [511,] 0.7915815
##  [512,] 1.1369337
##  [513,] 0.6520608
##  [514,] 1.1453685
##  [515,] 1.6721146
##  [516,] 0.5440372
##  [517,] 1.6548218
##  [518,] 0.5441639
##  [519,] 1.3518813
##  [520,] 1.1934567
##  [521,] 0.7592887
##  [522,] 1.2714020
##  [523,] 0.7977508
##  [524,] 0.4895124
##  [525,] 1.0920347
##  [526,] 0.9643783
##  [527,] 1.1800857
##  [528,] 1.2408204
##  [529,] 0.5322144
##  [530,] 0.7895104
##  [531,] 1.9645336
##  [532,] 1.1072796
##  [533,] 1.6974471
##  [534,] 0.4168586
##  [535,] 0.9031059
##  [536,] 0.9010430
##  [537,] 1.2789962
##  [538,] 1.0629983
##  [539,] 0.5763433
##  [540,] 0.8103104
##  [541,] 0.9557087
##  [542,] 0.9083433
##  [543,] 0.6720042
##  [544,] 1.3017702
##  [545,] 0.7477138
##  [546,] 0.8779943
##  [547,] 0.9073379
##  [548,] 1.6426750
##  [549,] 1.0040897
##  [550,] 1.1572903
##  [551,] 1.1701362
##  [552,] 1.7013331
##  [553,] 0.7787335
##  [554,] 1.2159150
##  [555,] 1.0781732
##  [556,] 0.6906427
##  [557,] 1.2061720
##  [558,] 1.4430506
##  [559,] 1.2996866
##  [560,] 0.9491350
##  [561,] 0.4898976
##  [562,] 0.7357348
##  [563,] 0.7646560
##  [564,] 1.3416307
##  [565,] 0.4315814
##  [566,] 0.6557565
##  [567,] 0.9485529
##  [568,] 0.8173217
##  [569,] 0.7316569
##  [570,] 0.8607377
##  [571,] 1.1960836
##  [572,] 0.3975437
##  [573,] 1.6614501
##  [574,] 1.4663322
##  [575,] 0.9807687
##  [576,] 0.6592075
##  [577,] 1.3303539
##  [578,] 1.0636534
##  [579,] 0.6975776
##  [580,] 1.9451586
##  [581,] 1.1645406
##  [582,] 1.0998452
##  [583,] 0.5122295
##  [584,] 1.1291327
##  [585,] 0.9545263
##  [586,] 0.7152976
##  [587,] 2.0426824
##  [588,] 0.9512535
##  [589,] 0.6685334
##  [590,] 0.9032989
##  [591,] 0.5846542
##  [592,] 2.1094988
##  [593,] 0.9758305
##  [594,] 0.8209149
##  [595,] 1.2080053
##  [596,] 0.6394613
##  [597,] 0.6811233
##  [598,] 0.9282036
##  [599,] 0.8236844
##  [600,] 0.9097142
##  [601,] 1.0591301
##  [602,] 1.0504523
##  [603,] 1.5319882
##  [604,] 0.6569463
##  [605,] 1.0384121
##  [606,] 1.2306820
##  [607,] 1.0897367
##  [608,] 0.6327663
##  [609,] 1.0296135
##  [610,] 0.9791008
##  [611,] 1.0632375
##  [612,] 0.6947285
##  [613,] 1.2245127
##  [614,] 0.6971540
##  [615,] 1.0352742
##  [616,] 2.4268771
##  [617,] 0.7742193
##  [618,] 1.4549196
##  [619,] 0.7692998
##  [620,] 0.6522937
##  [621,] 1.0821439
##  [622,] 0.7555010
##  [623,] 1.9762286
##  [624,] 0.9211473
##  [625,] 0.7587221
##  [626,] 1.0734108
##  [627,] 0.6569614
##  [628,] 0.7947994
##  [629,] 1.2135192
##  [630,] 0.7457547
##  [631,] 1.1964915
##  [632,] 0.8338501
##  [633,] 2.3732840
##  [634,] 2.2074464
##  [635,] 1.4085971
##  [636,] 1.4962179
##  [637,] 0.7339164
##  [638,] 0.7501992
##  [639,] 0.4850803
##  [640,] 0.8516029
##  [641,] 1.5115028
##  [642,] 1.0431203
##  [643,] 1.7645954
##  [644,] 0.7824379
##  [645,] 1.0494706
##  [646,] 0.8092505
##  [647,] 1.3811927
##  [648,] 0.7538163
##  [649,] 0.7681905
##  [650,] 0.8137686
##  [651,] 3.0275189
##  [652,] 0.4513225
##  [653,] 1.5539589
##  [654,] 0.8937452
##  [655,] 0.6966186
##  [656,] 1.1327504
##  [657,] 0.6758391
##  [658,] 0.8537928
##  [659,] 0.6656865
##  [660,] 2.0604367
##  [661,] 0.7227086
##  [662,] 0.9823659
##  [663,] 0.5736064
##  [664,] 0.7943032
##  [665,] 0.6902024
##  [666,] 0.8160950
##  [667,] 1.0967280
##  [668,] 0.6214895
##  [669,] 1.4020813
##  [670,] 0.7879504
##  [671,] 0.5021872
##  [672,] 0.7078057
##  [673,] 1.2971858
##  [674,] 0.6932099
##  [675,] 1.9269205
##  [676,] 0.9020737
##  [677,] 0.8365763
##  [678,] 0.7616043
##  [679,] 0.7327780
##  [680,] 1.5381675
##  [681,] 0.7717553
##  [682,] 0.8999480
##  [683,] 1.3965669
##  [684,] 1.2130088
##  [685,] 1.4437309
##  [686,] 0.5458932
##  [687,] 0.4775991
##  [688,] 0.4712827
##  [689,] 0.7270590
##  [690,] 0.5857376
##  [691,] 1.1444258
##  [692,] 1.1723386
##  [693,] 0.5163914
##  [694,] 0.8209272
##  [695,] 1.1672817
##  [696,] 0.5096604
##  [697,] 1.0629065
##  [698,] 0.8885171
##  [699,] 1.0113127
##  [700,] 1.5630913
##  [701,] 0.5536014
##  [702,] 0.4525834
##  [703,] 0.9010023
##  [704,] 1.7737666
##  [705,] 0.6815724
##  [706,] 1.0546482
##  [707,] 0.7419727
##  [708,] 0.9887784
##  [709,] 0.7384069
##  [710,] 0.9035243
##  [711,] 0.6827483
##  [712,] 0.7538443
##  [713,] 0.6189704
##  [714,] 0.5812002
##  [715,] 0.7068563
##  [716,] 0.4836197
##  [717,] 0.3810119
##  [718,] 1.1128191
##  [719,] 0.9811376
##  [720,] 0.9734366
##  [721,] 1.0517601
##  [722,] 1.9901319
##  [723,] 0.7410599
##  [724,] 1.9528508
##  [725,] 1.9333305
##  [726,] 1.2910382
##  [727,] 1.5422902
##  [728,] 1.3069863
##  [729,] 1.1396749
##  [730,] 1.3363882
##  [731,] 0.7915488
##  [732,] 0.8616035
##  [733,] 0.8420633
##  [734,] 0.7762936
##  [735,] 0.6855345
##  [736,] 0.9443896
##  [737,] 0.5026045
##  [738,] 0.7736505
##  [739,] 0.4571683
##  [740,] 0.6092516
##  [741,] 0.5278591
##  [742,] 0.4895068
##  [743,] 0.4864053
##  [744,] 0.5783991
##  [745,] 1.8078627
##  [746,] 1.5360160
##  [747,] 1.2339938
##  [748,] 1.2887795
##  [749,] 0.6795635
##  [750,] 0.4458689
##  [751,] 0.3535390
##  [752,] 0.8413350
##  [753,] 0.7598479
##  [754,] 1.6154933
##  [755,] 1.1084449
##  [756,] 0.8797652
##  [757,] 0.6203582
##  [758,] 0.7338477
##  [759,] 0.7914048
##  [760,] 0.5346020
##  [761,] 1.2679950
##  [762,] 1.4851995
##  [763,] 1.1279703
##  [764,] 0.7102588
##  [765,] 1.2340262
##  [766,] 1.2438722
##  [767,] 0.9489026
##  [768,] 0.7696297
##  [769,] 0.5349114
##  [770,] 0.9825167
##  [771,] 0.9803112
##  [772,] 0.6122186
##  [773,] 1.0247017
##  [774,] 0.7260150
##  [775,] 0.9813130
##  [776,] 0.6834396
##  [777,] 0.4426981
##  [778,] 0.8417715
##  [779,] 1.4032117
##  [780,] 0.8832478
##  [781,] 0.6219761
##  [782,] 0.6323389
##  [783,] 0.7700939
##  [784,] 0.5198341
##  [785,] 0.5475150
##  [786,] 1.3043773
##  [787,] 0.6891576
##  [788,] 1.7062748
##  [789,] 0.6013866
##  [790,] 1.4882779
##  [791,] 1.4075097
##  [792,] 0.7133529
##  [793,] 0.7941888
##  [794,] 0.8870221
##  [795,] 1.6418097
##  [796,] 0.5004032
##  [797,] 1.2901723
##  [798,] 1.0077239
##  [799,] 1.1073493
##  [800,] 0.9760402
##  [801,] 1.8669323
##  [802,] 0.7684909
##  [803,] 1.6427599
##  [804,] 1.2541897
##  [805,] 0.9267884
##  [806,] 0.5875480
##  [807,] 1.9793581
##  [808,] 0.4381505
##  [809,] 0.8416938
##  [810,] 1.0785426
##  [811,] 1.8962558
##  [812,] 0.5624997
##  [813,] 0.8846301
##  [814,] 0.7492386
##  [815,] 1.1174623
##  [816,] 1.6725579
##  [817,] 1.3400997
##  [818,] 1.6239833
##  [819,] 1.2290904
##  [820,] 0.7161722
##  [821,] 0.9909612
##  [822,] 0.5705392
##  [823,] 1.8226612
##  [824,] 1.1468323
##  [825,] 1.5427478
##  [826,] 1.0212748
##  [827,] 0.9748346
##  [828,] 0.5980801
##  [829,] 0.4559968
##  [830,] 0.5381884
##  [831,] 0.9191482
##  [832,] 0.6365534
##  [833,] 0.5920703
##  [834,] 0.8484746
##  [835,] 0.9938537
##  [836,] 0.7745782
##  [837,] 0.6268232
##  [838,] 1.2041864
##  [839,] 0.6944878
##  [840,] 0.5381046
##  [841,] 1.2250748
##  [842,] 0.3069173
##  [843,] 1.2513707
##  [844,] 0.5772762
##  [845,] 1.2758973
##  [846,] 1.2136934
##  [847,] 2.0929566
##  [848,] 1.6018192
##  [849,] 1.1049799
##  [850,] 0.7923699
##  [851,] 1.1953755
##  [852,] 1.2962314
##  [853,] 2.0086630
##  [854,] 0.8929888
##  [855,] 1.9882501
##  [856,] 0.8686068
##  [857,] 1.1436491
##  [858,] 1.4937913
##  [859,] 0.7635046
##  [860,] 1.0474787
##  [861,] 0.6600172
##  [862,] 1.4321107
##  [863,] 1.0348801
##  [864,] 0.5610101
##  [865,] 1.0055730
##  [866,] 1.1173070
##  [867,] 0.5969747
##  [868,] 0.9030447
##  [869,] 1.0001646
##  [870,] 1.0443325
##  [871,] 0.9063164
##  [872,] 0.8324105
##  [873,] 1.1125556
##  [874,] 1.0610790
##  [875,] 1.3290099
##  [876,] 0.8507065
##  [877,] 1.2687639
##  [878,] 0.8812756
##  [879,] 0.6587864
##  [880,] 0.9308191
##  [881,] 1.3537853
##  [882,] 0.3112638
##  [883,] 0.8825619
##  [884,] 0.7432812
##  [885,] 1.2182213
##  [886,] 0.8305198
##  [887,] 1.1480482
##  [888,] 0.6048736
##  [889,] 0.7336216
##  [890,] 1.2225281
##  [891,] 2.0261553
##  [892,] 0.8816347
##  [893,] 0.6274141
##  [894,] 0.3124772
##  [895,] 0.6071414
##  [896,] 0.9786306
##  [897,] 0.9810552
##  [898,] 0.6986572
##  [899,] 1.1958706
##  [900,] 1.0783508
##  [901,] 0.7190193
##  [902,] 0.7626004
##  [903,] 1.2941229
##  [904,] 1.5985012
##  [905,] 2.0052488
##  [906,] 0.9013315
##  [907,] 0.5125637
##  [908,] 0.7312953
##  [909,] 0.6678825
##  [910,] 0.7671219
##  [911,] 1.2185894
##  [912,] 0.7256634
##  [913,] 0.6194627
##  [914,] 0.7889041
##  [915,] 0.9462366
##  [916,] 0.6257021
##  [917,] 0.8095361
##  [918,] 0.5921914
##  [919,] 0.7713951
##  [920,] 1.2427973
##  [921,] 1.2072810
##  [922,] 0.9953767
##  [923,] 1.3178456
##  [924,] 0.6781009
##  [925,] 0.9709752
##  [926,] 1.1689868
##  [927,] 2.4314606
##  [928,] 0.6888967
##  [929,] 1.0817472
##  [930,] 0.7705928
##  [931,] 0.6318240
##  [932,] 0.7580098
##  [933,] 0.8957628
##  [934,] 1.1333220
##  [935,] 0.8781097
##  [936,] 0.8743228
##  [937,] 0.6434743
##  [938,] 0.5024893
##  [939,] 1.1703008
##  [940,] 1.1189544
##  [941,] 1.0644461
##  [942,] 0.5311212
##  [943,] 1.0307994
##  [944,] 0.8627411
##  [945,] 0.6045336
##  [946,] 0.7364520
##  [947,] 1.5017163
##  [948,] 0.8521512
##  [949,] 0.9822314
##  [950,] 0.5856474
##  [951,] 0.6741552
##  [952,] 1.1110265
##  [953,] 0.6589972
##  [954,] 1.1775316
##  [955,] 0.9055009
##  [956,] 0.7999174
##  [957,] 0.4326827
##  [958,] 0.8418498
##  [959,] 0.6982378
##  [960,] 0.8093101
##  [961,] 0.4838588
##  [962,] 0.7781610
##  [963,] 0.9942910
##  [964,] 0.7404894
##  [965,] 0.7298727
##  [966,] 1.0421678
##  [967,] 0.4454265
##  [968,] 1.3455418
##  [969,] 0.7211262
##  [970,] 1.8935332
##  [971,] 1.7005656
##  [972,] 0.8349232
##  [973,] 1.1600397
##  [974,] 0.9046747
##  [975,] 0.7781928
##  [976,] 1.1337180
##  [977,] 1.0030851
##  [978,] 0.8408867
##  [979,] 1.0336563
##  [980,] 0.8375807
##  [981,] 0.7796447
##  [982,] 0.5114106
##  [983,] 0.9398056
##  [984,] 0.5348502
##  [985,] 0.9433266
##  [986,] 1.2859735
##  [987,] 0.8513591
##  [988,] 1.4313222
##  [989,] 0.7230780
##  [990,] 1.0572931
##  [991,] 0.8801370
##  [992,] 0.8049300
##  [993,] 0.5209981
##  [994,] 1.1593607
##  [995,] 0.6682469
##  [996,] 1.1800542
##  [997,] 0.5514411
##  [998,] 0.9621259
##  [999,] 0.8791562
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## sci_comp ~ demo$ethnicity
## attr(,"variables")
## list(sci_comp, demo$ethnicity)
## attr(,"factors")
##                demo$ethnicity
## sci_comp                    0
## demo$ethnicity              1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to ethnicity.

Personal Community Orientation

Now, Personal Community Orientation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs   MeanSqs F.Model     R2 Pr(>F)  
## demo$ethnicity   9   0.25634 0.0284827   3.457 0.0934  0.038 *
## Residuals      302   2.48824 0.0082392         0.9066         
## Total          311   2.74458                   1.0000         
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = per_comm_orient ~ demo$ethnicity)
## 
## $coefficients
##                 per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept)            5.2458554       5.37767583       5.63818003
## demo$ethnicity1       -0.4458554      -0.57767583      -0.83818003
## demo$ethnicity2        1.2541446       0.12232417      -0.13818003
## demo$ethnicity3        0.7541446       0.62232417       0.36181997
## demo$ethnicity4       -0.2458554      -0.59989805      -0.30484670
## demo$ethnicity5        0.3097002       0.51121306       0.36181997
## demo$ethnicity6        0.0482623       0.03408888      -0.04994473
## demo$ethnicity7       -0.2458554      -0.37767583       0.36181997
## demo$ethnicity8       -0.2458554       0.28899084       0.36181997
## demo$ethnicity9       -1.2458554       0.12232417      -0.13818003
##                 per_comm_orient4
## (Intercept)           5.43078255
## demo$ethnicity1      -0.83078255
## demo$ethnicity2       0.06921745
## demo$ethnicity3       0.56921745
## demo$ethnicity4      -0.54189366
## demo$ethnicity5       0.45810634
## demo$ethnicity6       0.03980569
## demo$ethnicity7       0.56921745
## demo$ethnicity8      -0.43078255
## demo$ethnicity9       0.06921745
## 
## $coef.sites
##                            1            2           3           4           5
## (Intercept)      0.095704608  0.096112002  0.07090486  0.07090486  0.07090486
## demo$ethnicity1  0.153386301  0.172386941  0.15055675  0.15055675  0.15055675
## demo$ethnicity2  0.034363359  0.046458009  0.03550988  0.03550988  0.03550988
## demo$ethnicity3 -0.029037942 -0.005202911 -0.04962827 -0.04962827 -0.04962827
## demo$ethnicity4 -0.001562617 -0.020418777  0.02122948  0.02122948  0.02122948
## demo$ethnicity5 -0.029006967 -0.015629944 -0.03502485 -0.03502485 -0.03502485
## demo$ethnicity6 -0.014108649 -0.026949922 -0.01276174 -0.01276174 -0.01276174
## demo$ethnicity7 -0.025937166 -0.048492954 -0.04868264 -0.04868264 -0.04868264
## demo$ethnicity8 -0.064671074 -0.040316505 -0.04024164 -0.04024164 -0.04024164
## demo$ethnicity9 -0.011500195 -0.035136392 -0.01329387 -0.01329387 -0.01329387
##                            6           7            8            9           10
## (Intercept)      0.088279112  0.12287901  0.071965772  0.093546398  0.138533652
## demo$ethnicity1  0.169902706  0.12841511  0.132289547  0.144219560  0.171570877
## demo$ethnicity2  0.041788855 -0.01333435  0.010432418  0.009268459  0.045665482
## demo$ethnicity3 -0.021612445 -0.06405548 -0.071965772 -0.051879731  0.004323490
## demo$ethnicity4 -0.004885631  0.03324708  0.026790790  0.014469424 -0.038751555
## demo$ethnicity5 -0.021470020 -0.04842959 -0.038561635 -0.031953317 -0.005734169
## demo$ethnicity6 -0.023916900 -0.01016333 -0.012780273 -0.016988489 -0.028252269
## demo$ethnicity7 -0.065023298 -0.02083819 -0.028487511 -0.050068137 -0.038533652
## demo$ethnicity8 -0.025481539 -0.01255335 -0.020077790 -0.012981265 -0.029462193
## demo$ethnicity9 -0.028464942  0.01408907  0.006822107  0.007463703 -0.048115299
##                           11           12           13           14          15
## (Intercept)      0.138056604  0.071965772  0.096112002  0.096112002  0.10143175
## demo$ethnicity1  0.127705085  0.132289547  0.172386941  0.172386941  0.16706720
## demo$ethnicity2 -0.029439726  0.010432418  0.046458009  0.046458009  0.05542398
## demo$ethnicity3 -0.061133528 -0.071965772 -0.005202911 -0.005202911 -0.01052265
## demo$ethnicity4  0.035594335  0.026790790 -0.020418777 -0.020418777 -0.01433501
## demo$ethnicity5 -0.045581804 -0.038561635 -0.015629944 -0.015629944 -0.01539413
## demo$ethnicity6 -0.009660268 -0.012780273 -0.026949922 -0.026949922 -0.02320766
## demo$ethnicity7 -0.018056604 -0.028487511 -0.048492954 -0.048492954 -0.05381270
## demo$ethnicity8 -0.009821310 -0.020077790 -0.040316505 -0.040316505 -0.04563625
## demo$ethnicity9  0.016705300  0.006822107 -0.035136392 -0.035136392 -0.03984638
##                           16           17           18           19          20
## (Intercept)      0.244673297  0.071965772  0.120907994  0.071965772  0.13095202
## demo$ethnicity1  0.161870088  0.132289547  0.144599252  0.132289547  0.16738685
## demo$ethnicity2  0.018487917  0.010432418  0.004888638  0.010432418  0.03930842
## demo$ethnicity3  0.018484597 -0.071965772 -0.033951473 -0.071965772 -0.01467295
## demo$ethnicity4 -0.061404043  0.026790790 -0.010358995  0.026790790 -0.01151345
## demo$ethnicity5  0.003286765 -0.038561635 -0.022825451 -0.038561635 -0.01367734
## demo$ethnicity6 -0.028095825 -0.012780273 -0.017673392 -0.012780273 -0.02974570
## demo$ethnicity7 -0.022451075 -0.028487511 -0.029998903 -0.028487511 -0.05778129
## demo$ethnicity8 -0.030694613 -0.020077790 -0.021821895 -0.020077790 -0.01582054
## demo$ethnicity9 -0.027866575  0.006822107  0.008106402  0.006822107 -0.04249048
##                            21           22          23           24
## (Intercept)      0.2821980069  0.096112002  0.07090486  0.088300619
## demo$ethnicity1  0.1517359271  0.172386941  0.15055675  0.132277612
## demo$ethnicity2  0.0343882222  0.046458009  0.03550988 -0.006181233
## demo$ethnicity3  0.0150992904 -0.005202911 -0.04962827 -0.067892456
## demo$ethnicity4 -0.0539213892 -0.020418777  0.02122948  0.030432101
## demo$ethnicity5  0.0001500744 -0.015629944 -0.03502485 -0.043595564
## demo$ethnicity6 -0.0268653396 -0.026949922 -0.01276174 -0.011253860
## demo$ethnicity7 -0.0250551497 -0.048492954 -0.04868264 -0.024470832
## demo$ethnicity8 -0.0331840579 -0.040316505 -0.04024164 -0.016098097
## demo$ethnicity9 -0.0290785773 -0.035136392 -0.01329387  0.010733197
##                           25    26           27           28           29
## (Intercept)      0.138533652  0.98  0.079030128  0.138056604  0.071965772
## demo$ethnicity1  0.171570877 -0.18  0.133735830  0.127705085  0.132289547
## demo$ethnicity2  0.045665482  0.02  0.014226722 -0.029439726  0.010432418
## demo$ethnicity3  0.004323490  0.02 -0.057753532 -0.061133528 -0.071965772
## demo$ethnicity4 -0.038751555  0.02  0.013104209  0.035594335  0.026790790
## demo$ethnicity5 -0.005734169  0.02 -0.033488280 -0.045581804 -0.038561635
## demo$ethnicity6 -0.028252269  0.02 -0.015355252 -0.009660268 -0.012780273
## demo$ethnicity7 -0.038533652  0.02 -0.012363461 -0.018056604 -0.028487511
## demo$ethnicity8 -0.029462193  0.02 -0.033874153 -0.009821310 -0.020077790
## demo$ethnicity9 -0.048115299  0.02  0.001308139  0.016705300  0.006822107
##                            30           31          32            33
## (Intercept)      0.1171835203  0.071965772  0.07090486  0.1434256844
## demo$ethnicity1  0.1716315406  0.132289547  0.15055675  0.1666788452
## demo$ethnicity2  0.0383710440  0.010432418  0.03550988  0.0256219346
## demo$ethnicity3 -0.0009044505 -0.071965772 -0.04962827 -0.0005685416
## demo$ethnicity4 -0.0327145377  0.026790790  0.02122948 -0.0251250687
## demo$ethnicity5 -0.0111623947 -0.038561635 -0.03502485 -0.0106262012
## demo$ethnicity6 -0.0249835016 -0.012780273 -0.01276174 -0.0268597356
## demo$ethnicity7 -0.0440127886 -0.028487511 -0.04868264 -0.0434256844
## demo$ethnicity8 -0.0354062190 -0.020077790 -0.04024164 -0.0343542253
## demo$ethnicity9 -0.0293630075  0.006822107 -0.01329387 -0.0273663052
##                           34           35          36           37           38
## (Intercept)      0.103498173  0.071965772  0.12110187  0.075549722  0.071965772
## demo$ethnicity1  0.154683646  0.132289547  0.13019225  0.145911888  0.132289547
## demo$ethnicity2  0.040458683  0.010432418 -0.03025043  0.017707129  0.010432418
## demo$ethnicity3 -0.036831506 -0.071965772 -0.06227834 -0.054273126 -0.071965772
## demo$ethnicity4  0.006774933  0.026790790  0.03502422  0.011753698  0.026790790
## demo$ethnicity5 -0.026218521 -0.038561635 -0.04253722 -0.029788287 -0.038561635
## demo$ethnicity6 -0.021950153 -0.012780273 -0.01056483 -0.017290346 -0.012780273
## demo$ethnicity7 -0.033730731 -0.028487511 -0.01906105 -0.053327500 -0.028487511
## demo$ethnicity8 -0.024440437 -0.020077790 -0.01077620 -0.015578932 -0.020077790
## demo$ethnicity9 -0.043103283  0.006822107  0.01586622  0.004788545  0.006822107
##                            39           40          41           42
## (Intercept)      0.1171835203  0.091922062  0.07090486  0.071965772
## demo$ethnicity1  0.1716315406  0.157168847  0.15055675  0.132289547
## demo$ethnicity2  0.0383710440  0.038145905  0.03550988  0.010432418
## demo$ethnicity3 -0.0009044505 -0.025255395 -0.04962827 -0.071965772
## demo$ethnicity4 -0.0327145377 -0.003478076  0.02122948  0.026790790
## demo$ethnicity5 -0.0111623947 -0.025353470 -0.03502485 -0.038561635
## demo$ethnicity6 -0.0249835016 -0.021882696 -0.01276174 -0.012780273
## demo$ethnicity7 -0.0440127886 -0.022154620 -0.04868264 -0.028487511
## demo$ethnicity8 -0.0354062190 -0.044628365 -0.04024164 -0.020077790
## demo$ethnicity9 -0.0293630075 -0.032107893 -0.01329387  0.006822107
##                           43          44            45           46
## (Intercept)      0.096112002  0.07090486  0.1171835203  0.308133588
## demo$ethnicity1  0.172386941  0.15055675  0.1716315406  0.154723555
## demo$ethnicity2  0.046458009  0.03550988  0.0383710440  0.009755151
## demo$ethnicity3 -0.005202911 -0.04962827 -0.0009044505  0.025199746
## demo$ethnicity4 -0.020418777  0.02122948 -0.0327145377 -0.068835848
## demo$ethnicity5 -0.015629944 -0.03502485 -0.0111623947  0.010557281
## demo$ethnicity6 -0.026949922 -0.01276174 -0.0249835016 -0.023224625
## demo$ethnicity7 -0.048492954 -0.04868264 -0.0440127886 -0.014015941
## demo$ethnicity8 -0.040316505 -0.04024164 -0.0354062190 -0.021999134
## demo$ethnicity9 -0.035136392 -0.01329387 -0.0293630075 -0.046769951
##                           47           48           49           50
## (Intercept)      0.244691195  0.081885083  0.096112002  0.092622517
## demo$ethnicity1  0.135875607  0.167205826  0.172386941  0.137908884
## demo$ethnicity2 -0.048497145  0.048182884  0.046458009  0.011887883
## demo$ethnicity3 -0.013921964 -0.015218417 -0.005202911 -0.049144256
## demo$ethnicity4 -0.039901356 -0.009202662 -0.020418777  0.002973640
## demo$ethnicity5 -0.005100409 -0.020366996 -0.015629944 -0.029265449
## demo$ethnicity6 -0.020376589 -0.020196668 -0.026949922 -0.021674832
## demo$ethnicity7 -0.001447952 -0.058629269 -0.048492954 -0.001713426
## demo$ethnicity8 -0.009224149 -0.050851549 -0.040316505 -0.023502748
## demo$ethnicity9  0.021975472 -0.022070914 -0.035136392 -0.010673459
##                           51           52           53           54          55
## (Intercept)      0.071965772  0.071965772  0.074511346  0.071965772  0.12110187
## demo$ethnicity1  0.132289547  0.132289547  0.164908944  0.132289547  0.13019225
## demo$ethnicity2  0.010432418  0.010432418  0.043512567  0.010432418 -0.03025043
## demo$ethnicity3 -0.071965772 -0.071965772 -0.031033085 -0.071965772 -0.06227834
## demo$ethnicity4  0.026790790  0.026790790  0.005687576  0.026790790  0.03502422
## demo$ethnicity5 -0.038561635 -0.038561635 -0.025969092 -0.038561635 -0.04253722
## demo$ethnicity6 -0.012780273 -0.012780273 -0.017386113 -0.012780273 -0.01056483
## demo$ethnicity7 -0.028487511 -0.028487511 -0.074511346 -0.028487511 -0.01906105
## demo$ethnicity8 -0.020077790 -0.020077790 -0.036079408 -0.020077790 -0.01077620
## demo$ethnicity9  0.006822107  0.006822107 -0.015818101  0.006822107  0.01586622
##                           56           57           58          59           60
## (Intercept)      0.071965772  0.081885083  0.074511346  0.07090486  0.088300619
## demo$ethnicity1  0.132289547  0.167205826  0.164908944  0.15055675  0.132277612
## demo$ethnicity2  0.010432418  0.048182884  0.043512567  0.03550988 -0.006181233
## demo$ethnicity3 -0.071965772 -0.015218417 -0.031033085 -0.04962827 -0.067892456
## demo$ethnicity4  0.026790790 -0.009202662  0.005687576  0.02122948  0.030432101
## demo$ethnicity5 -0.038561635 -0.020366996 -0.025969092 -0.03502485 -0.043595564
## demo$ethnicity6 -0.012780273 -0.020196668 -0.017386113 -0.01276174 -0.011253860
## demo$ethnicity7 -0.028487511 -0.058629269 -0.074511346 -0.04868264 -0.024470832
## demo$ethnicity8 -0.020077790 -0.050851549 -0.036079408 -0.04024164 -0.016098097
## demo$ethnicity9  0.006822107 -0.022070914 -0.015818101 -0.01329387  0.010733197
##                            61           62           63          64          65
## (Intercept)      0.0828165459  0.089633611  0.136259965  0.10615101  0.12110187
## demo$ethnicity1  0.1477148550  0.130944620  0.173844565  0.13009388  0.13019225
## demo$ethnicity2  0.0216938540  0.002289697  0.047939169 -0.01474548 -0.03025043
## demo$ethnicity3 -0.0393382851 -0.069225448  0.006597178 -0.06615101 -0.06227834
## demo$ethnicity4 -0.0026176237  0.029099109 -0.036152982  0.03168615  0.03502422
## demo$ethnicity5 -0.0243977492 -0.040484111 -0.009158488 -0.03771562 -0.04253722
## demo$ethnicity6 -0.0200264772 -0.012586852 -0.029158232 -0.01200293 -0.01056483
## demo$ethnicity7 -0.0373620005 -0.025803824 -0.036259965 -0.02281768 -0.01906105
## demo$ethnicity8 -0.0295697927 -0.017431089 -0.044732366 -0.01448681 -0.01077620
## demo$ethnicity9 -0.0008674872  0.009400205 -0.045841611  0.01225787  0.01586622
##                           66            67           68           69
## (Intercept)      0.123233508  0.0828165459  0.081885083  0.071965772
## demo$ethnicity1  0.165581553  0.1477148550  0.167205826  0.132289547
## demo$ethnicity2  0.032321056  0.0216938540  0.048182884  0.010432418
## demo$ethnicity3 -0.006954438 -0.0393382851 -0.015218417 -0.071965772
## demo$ethnicity4 -0.020746507 -0.0026176237 -0.009202662  0.026790790
## demo$ethnicity5 -0.017069932 -0.0243977492 -0.020366996 -0.038561635
## demo$ethnicity6 -0.018707481 -0.0200264772 -0.020196668 -0.012780273
## demo$ethnicity7 -0.050062776 -0.0373620005 -0.058629269 -0.028487511
## demo$ethnicity8 -0.058550224 -0.0295697927 -0.050851549 -0.020077790
## demo$ethnicity9 -0.009771969 -0.0008674872 -0.022070914  0.006822107
##                           70            71           72           73
## (Intercept)      0.071965772  0.0828165459  0.096112002  0.071965772
## demo$ethnicity1  0.132289547  0.1477148550  0.172386941  0.132289547
## demo$ethnicity2  0.010432418  0.0216938540  0.046458009  0.010432418
## demo$ethnicity3 -0.071965772 -0.0393382851 -0.005202911 -0.071965772
## demo$ethnicity4  0.026790790 -0.0026176237 -0.020418777  0.026790790
## demo$ethnicity5 -0.038561635 -0.0243977492 -0.015629944 -0.038561635
## demo$ethnicity6 -0.012780273 -0.0200264772 -0.026949922 -0.012780273
## demo$ethnicity7 -0.028487511 -0.0373620005 -0.048492954 -0.028487511
## demo$ethnicity8 -0.020077790 -0.0295697927 -0.040316505 -0.020077790
## demo$ethnicity9  0.006822107 -0.0008674872 -0.035136392  0.006822107
##                           74           75          76           77           78
## (Intercept)      0.081885083  0.138056604  0.07090486  0.071965772  0.071965772
## demo$ethnicity1  0.167205826  0.127705085  0.15055675  0.132289547  0.132289547
## demo$ethnicity2  0.048182884 -0.029439726  0.03550988  0.010432418  0.010432418
## demo$ethnicity3 -0.015218417 -0.061133528 -0.04962827 -0.071965772 -0.071965772
## demo$ethnicity4 -0.009202662  0.035594335  0.02122948  0.026790790  0.026790790
## demo$ethnicity5 -0.020366996 -0.045581804 -0.03502485 -0.038561635 -0.038561635
## demo$ethnicity6 -0.020196668 -0.009660268 -0.01276174 -0.012780273 -0.012780273
## demo$ethnicity7 -0.058629269 -0.018056604 -0.04868264 -0.028487511 -0.028487511
## demo$ethnicity8 -0.050851549 -0.009821310 -0.04024164 -0.020077790 -0.020077790
## demo$ethnicity9 -0.022070914  0.016705300 -0.01329387  0.006822107  0.006822107
##                          79           80           81           82          83
## (Intercept)      0.10615101  0.071965772  0.071965772  0.071965772  0.07090486
## demo$ethnicity1  0.13009388  0.132289547  0.132289547  0.132289547  0.15055675
## demo$ethnicity2 -0.01474548  0.010432418  0.010432418  0.010432418  0.03550988
## demo$ethnicity3 -0.06615101 -0.071965772 -0.071965772 -0.071965772 -0.04962827
## demo$ethnicity4  0.03168615  0.026790790  0.026790790  0.026790790  0.02122948
## demo$ethnicity5 -0.03771562 -0.038561635 -0.038561635 -0.038561635 -0.03502485
## demo$ethnicity6 -0.01200293 -0.012780273 -0.012780273 -0.012780273 -0.01276174
## demo$ethnicity7 -0.02281768 -0.028487511 -0.028487511 -0.028487511 -0.04868264
## demo$ethnicity8 -0.01448681 -0.020077790 -0.020077790 -0.020077790 -0.04024164
## demo$ethnicity9  0.01225787  0.006822107  0.006822107  0.006822107 -0.01329387
##                           84           85          86           87           88
## (Intercept)      0.096112002  0.121163209  0.07090486  0.088300619  0.096112002
## demo$ethnicity1  0.172386941  0.167651852  0.15055675  0.132277612  0.172386941
## demo$ethnicity2  0.046458009  0.034391355  0.03550988 -0.006181233  0.046458009
## demo$ethnicity3 -0.005202911 -0.004884139 -0.04962827 -0.067892456 -0.005202911
## demo$ethnicity4 -0.020418777 -0.030688220  0.02122948  0.030432101 -0.020418777
## demo$ethnicity5 -0.015629944 -0.014999633 -0.03502485 -0.043595564 -0.015629944
## demo$ethnicity6 -0.026949922 -0.016809181 -0.01276174 -0.011253860 -0.026949922
## demo$ethnicity7 -0.048492954 -0.047992477 -0.04868264 -0.024470832 -0.048492954
## demo$ethnicity8 -0.040316505 -0.056479925 -0.04024164 -0.016098097 -0.040316505
## demo$ethnicity9 -0.035136392 -0.007701670 -0.01329387  0.010733197 -0.035136392
##                           89           90          91           92          93
## (Intercept)      0.081885083  0.138533652  0.08899793  0.159377488  0.07090486
## demo$ethnicity1  0.167205826  0.171570877  0.14876802  0.173061537  0.15055675
## demo$ethnicity2  0.048182884  0.045665482  0.02663744  0.039324202  0.03550988
## demo$ethnicity3 -0.015218417  0.004323490 -0.04733127  0.011354220 -0.04962827
## demo$ethnicity4 -0.009202662 -0.038751555  0.02374602 -0.049550223  0.02122948
## demo$ethnicity5 -0.020366996 -0.005734169 -0.03707126 -0.004315646 -0.03502485
## demo$ethnicity6 -0.020196668 -0.028252269 -0.01255128 -0.027107787 -0.01276174
## demo$ethnicity7 -0.058629269 -0.038533652 -0.04551967 -0.031172359 -0.04868264
## demo$ethnicity8 -0.050851549 -0.029462193 -0.03710995 -0.039615418 -0.04024164
## demo$ethnicity9 -0.022070914 -0.048115299 -0.01021006 -0.039889579 -0.01329387
##                           94           95           96           97
## (Intercept)      0.160991946  0.096112002  0.096112002  0.071965772
## demo$ethnicity1  0.149112583  0.172386941  0.172386941  0.132289547
## demo$ethnicity2 -0.007095843  0.046458009  0.046458009  0.010432418
## demo$ethnicity3 -0.018134804 -0.005202911 -0.005202911 -0.071965772
## demo$ethnicity4 -0.037318211 -0.020418777 -0.020418777  0.026790790
## demo$ethnicity5 -0.011504402 -0.015629944 -0.015629944 -0.038561635
## demo$ethnicity6 -0.026173409 -0.026949922 -0.026949922 -0.012780273
## demo$ethnicity7 -0.010991946 -0.048492954 -0.048492954 -0.028487511
## demo$ethnicity8 -0.018993658 -0.040316505 -0.040316505 -0.020077790
## demo$ethnicity9  0.007024248 -0.035136392 -0.035136392  0.006822107
##                           98           99          100          101
## (Intercept)      0.081885083  0.096112002  0.187682009  0.138056604
## demo$ethnicity1  0.167205826  0.172386941  0.168215427  0.127705085
## demo$ethnicity2  0.048182884  0.046458009  0.042246902 -0.029439726
## demo$ethnicity3 -0.015218417 -0.005202911  0.012317991 -0.061133528
## demo$ethnicity4 -0.009202662 -0.020418777 -0.054643260  0.035594335
## demo$ethnicity5 -0.020366996 -0.015629944 -0.003233794 -0.045581804
## demo$ethnicity6 -0.020196668 -0.026949922 -0.025361657 -0.009660268
## demo$ethnicity7 -0.058629269 -0.048492954 -0.029787272 -0.018056604
## demo$ethnicity8 -0.050851549 -0.040316505 -0.038184333 -0.009821310
## demo$ethnicity9 -0.022070914 -0.035136392 -0.037531859  0.016705300
##                          102          103           104          105
## (Intercept)      0.071965772  0.099990614  0.1171835203  0.089062695
## demo$ethnicity1  0.132289547  0.168508329  0.1716315406  0.150357595
## demo$ethnicity2  0.010432418  0.042579397  0.0383710440  0.015447705
## demo$ethnicity3 -0.071965772 -0.009081523 -0.0009044505 -0.045584434
## demo$ethnicity4  0.026790790 -0.018449436 -0.0327145377  0.001595192
## demo$ethnicity5 -0.038561635 -0.019373055 -0.0111623947 -0.025475939
## demo$ethnicity6 -0.012780273 -0.018980766 -0.0249835016 -0.023658247
## demo$ethnicity7 -0.028487511 -0.052371566 -0.0440127886 -0.043608149
## demo$ethnicity8 -0.020077790 -0.060861784 -0.0354062190 -0.004791410
## demo$ethnicity9  0.006822107 -0.014015004 -0.0293630075 -0.007113636
##                         106          107          108          109         110
## (Intercept)      0.08431732  0.074511346  0.104978810  0.079030128  0.10215308
## demo$ethnicity1  0.15510297  0.164908944  0.148422551  0.133735830  0.16634587
## demo$ethnicity2  0.03370660  0.043512567  0.009648580  0.014226722  0.04041693
## demo$ethnicity3 -0.04083906 -0.031033085 -0.043754320 -0.057753532 -0.01124399
## demo$ethnicity4  0.01127884  0.005687576  0.027453835  0.013104209 -0.02090430
## demo$ethnicity5 -0.03083679 -0.025969092 -0.042129385 -0.033488280 -0.01611546
## demo$ethnicity6 -0.01903447 -0.017386113 -0.011025288 -0.015355252 -0.01812664
## demo$ethnicity7 -0.03886277 -0.074511346 -0.041149022 -0.012363461 -0.05453403
## demo$ethnicity8 -0.03001236 -0.036079408 -0.032776288 -0.033874153 -0.04635758
## demo$ethnicity9 -0.02562407 -0.015818101 -0.005944993  0.001308139 -0.01617747
##                          111          112          113          114
## (Intercept)      0.096112002  0.089062695  0.096112002  0.071965772
## demo$ethnicity1  0.172386941  0.150357595  0.172386941  0.132289547
## demo$ethnicity2  0.046458009  0.015447705  0.046458009  0.010432418
## demo$ethnicity3 -0.005202911 -0.045584434 -0.005202911 -0.071965772
## demo$ethnicity4 -0.020418777  0.001595192 -0.020418777  0.026790790
## demo$ethnicity5 -0.015629944 -0.025475939 -0.015629944 -0.038561635
## demo$ethnicity6 -0.026949922 -0.023658247 -0.026949922 -0.012780273
## demo$ethnicity7 -0.048492954 -0.043608149 -0.048492954 -0.028487511
## demo$ethnicity8 -0.040316505 -0.004791410 -0.040316505 -0.020077790
## demo$ethnicity9 -0.035136392 -0.007113636 -0.035136392  0.006822107
##                           115          116         117          118         119
## (Intercept)      0.1164520848  0.096112002  0.07090486  0.075549722  0.07090486
## demo$ethnicity1  0.1723629761  0.172386941  0.15055675  0.145911888  0.15055675
## demo$ethnicity2  0.0538083618  0.046458009  0.03550988  0.017707129  0.03550988
## demo$ethnicity3 -0.0001730151 -0.005202911 -0.04962827 -0.054273126 -0.04962827
## demo$ethnicity4 -0.0259770963 -0.020418777  0.02122948  0.011753698  0.02122948
## demo$ethnicity5 -0.0104309592 -0.015629944 -0.03502485 -0.029788287 -0.03502485
## demo$ethnicity6 -0.0302008942 -0.026949922 -0.01276174 -0.017290346 -0.01276174
## demo$ethnicity7 -0.0432813531 -0.048492954 -0.04868264 -0.053327500 -0.04868264
## demo$ethnicity8 -0.0346747835 -0.040316505 -0.04024164 -0.015578932 -0.04024164
## demo$ethnicity9 -0.0536315720 -0.035136392 -0.01329387  0.004788545 -0.01329387
##                           120          121          122          123
## (Intercept)      0.0828165459  0.071965772  0.096112002  0.071965772
## demo$ethnicity1  0.1477148550  0.132289547  0.172386941  0.132289547
## demo$ethnicity2  0.0216938540  0.010432418  0.046458009  0.010432418
## demo$ethnicity3 -0.0393382851 -0.071965772 -0.005202911 -0.071965772
## demo$ethnicity4 -0.0026176237  0.026790790 -0.020418777  0.026790790
## demo$ethnicity5 -0.0243977492 -0.038561635 -0.015629944 -0.038561635
## demo$ethnicity6 -0.0200264772 -0.012780273 -0.026949922 -0.012780273
## demo$ethnicity7 -0.0373620005 -0.028487511 -0.048492954 -0.028487511
## demo$ethnicity8 -0.0295697927 -0.020077790 -0.040316505 -0.020077790
## demo$ethnicity9 -0.0008674872  0.006822107 -0.035136392  0.006822107
##                          124          125          126         127
## (Intercept)      0.096112002  0.078071169  0.139649736  0.10615101
## demo$ethnicity1  0.172386941  0.152460232  0.170454793  0.13009388
## demo$ethnicity2  0.046458009  0.039952745  0.059700913 -0.01474548
## demo$ethnicity3 -0.005202911 -0.034592908  0.003207406 -0.06615101
## demo$ethnicity4 -0.020418777  0.007066025 -0.027521960  0.03168615
## demo$ethnicity5 -0.015629944 -0.029758602 -0.006850253 -0.03771562
## demo$ethnicity6 -0.026949922 -0.015402699 -0.029274982 -0.01200293
## demo$ethnicity7 -0.048492954 -0.032616623 -0.039649736 -0.02281768
## demo$ethnicity8 -0.040316505 -0.054790745 -0.030578277 -0.01448681
## demo$ethnicity9 -0.035136392 -0.019377924 -0.074872408  0.01225787
##                           128          129          130          131
## (Intercept)      0.1164520848  0.161811838  0.096112002  0.308133588
## demo$ethnicity1  0.1723629761  0.170627186  0.172386941  0.154723555
## demo$ethnicity2  0.0538083618  0.021264852  0.046458009  0.009755151
## demo$ethnicity3 -0.0001730151  0.008919869 -0.005202911  0.025199746
## demo$ethnicity4 -0.0259770963 -0.045635367 -0.020418777 -0.068835848
## demo$ethnicity5 -0.0104309592 -0.006749997 -0.015629944  0.010557281
## demo$ethnicity6 -0.0302008942 -0.026545025 -0.026949922 -0.023224625
## demo$ethnicity7 -0.0432813531 -0.033606710 -0.048492954 -0.014015941
## demo$ethnicity8 -0.0346747835 -0.042049768 -0.040316505 -0.021999134
## demo$ethnicity9 -0.0536315720 -0.016008140 -0.035136392 -0.046769951
##                          132          133          134          135
## (Intercept)      0.096112002  0.096528210  0.096112002  0.071965772
## demo$ethnicity1  0.172386941  0.132727109  0.172386941  0.132289547
## demo$ethnicity2  0.046458009 -0.003713353  0.046458009  0.010432418
## demo$ethnicity3 -0.005202911 -0.054861543 -0.005202911 -0.071965772
## demo$ethnicity4 -0.020418777  0.016215744 -0.020418777  0.026790790
## demo$ethnicity5 -0.015629944 -0.030787970 -0.015629944 -0.038561635
## demo$ethnicity6 -0.026949922 -0.014676778 -0.026949922 -0.012780273
## demo$ethnicity7 -0.048492954 -0.009571688 -0.048492954 -0.028487511
## demo$ethnicity8 -0.040316505 -0.030455830 -0.040316505 -0.020077790
## demo$ethnicity9 -0.035136392  0.004481891 -0.035136392  0.006822107
##                          136          137         138          139          140
## (Intercept)      0.074511346  0.071965772  0.07090486  0.087638124  0.071965772
## demo$ethnicity1  0.164908944  0.132289547  0.15055675  0.150127834  0.132289547
## demo$ethnicity2  0.043512567  0.010432418  0.03550988  0.017997246  0.010432418
## demo$ethnicity3 -0.031033085 -0.071965772 -0.04962827 -0.045971457 -0.071965772
## demo$ethnicity4  0.005687576  0.026790790  0.02122948  0.025105830  0.026790790
## demo$ethnicity5 -0.025969092 -0.038561635 -0.03502485 -0.040246595 -0.038561635
## demo$ethnicity6 -0.017386113 -0.012780273 -0.01276174 -0.011191465 -0.012780273
## demo$ethnicity7 -0.074511346 -0.028487511 -0.04868264 -0.044159863 -0.028487511
## demo$ethnicity8 -0.036079408 -0.020077790 -0.04024164 -0.035750141 -0.020077790
## demo$ethnicity9 -0.015818101  0.006822107 -0.01329387 -0.008850245  0.006822107
##                          141         142          143           144
## (Intercept)      0.139649736  0.07090486  0.071965772  0.0828165459
## demo$ethnicity1  0.170454793  0.15055675  0.132289547  0.1477148550
## demo$ethnicity2  0.059700913  0.03550988  0.010432418  0.0216938540
## demo$ethnicity3  0.003207406 -0.04962827 -0.071965772 -0.0393382851
## demo$ethnicity4 -0.027521960  0.02122948  0.026790790 -0.0026176237
## demo$ethnicity5 -0.006850253 -0.03502485 -0.038561635 -0.0243977492
## demo$ethnicity6 -0.029274982 -0.01276174 -0.012780273 -0.0200264772
## demo$ethnicity7 -0.039649736 -0.04868264 -0.028487511 -0.0373620005
## demo$ethnicity8 -0.030578277 -0.04024164 -0.020077790 -0.0295697927
## demo$ethnicity9 -0.074872408 -0.01329387  0.006822107 -0.0008674872
##                          145         146          147          148          149
## (Intercept)      0.099990614  0.10055489  0.074511346  0.071965772  0.081885083
## demo$ethnicity1  0.168508329  0.14853602  0.164908944  0.132289547  0.167205826
## demo$ethnicity2  0.042579397  0.01562419  0.043512567  0.010432418  0.048182884
## demo$ethnicity3 -0.009081523 -0.03388822 -0.031033085 -0.071965772 -0.015218417
## demo$ethnicity4 -0.018449436 -0.01146340  0.005687576  0.026790790 -0.009202662
## demo$ethnicity5 -0.019373055 -0.02351574 -0.025969092 -0.038561635 -0.020366996
## demo$ethnicity6 -0.018980766 -0.01883160 -0.017386113 -0.012780273 -0.020196668
## demo$ethnicity7 -0.052371566 -0.03078745 -0.074511346 -0.028487511 -0.058629269
## demo$ethnicity8 -0.060861784 -0.03886596 -0.036079408 -0.020077790 -0.050851549
## demo$ethnicity9 -0.014015004  0.00745905 -0.015818101  0.006822107 -0.022070914
##                           150          151          152         153
## (Intercept)      0.1171835203  0.079030128  0.071965772  0.08936869
## demo$ethnicity1  0.1716315406  0.133735830  0.132289547  0.15005160
## demo$ethnicity2  0.0383710440  0.014226722  0.010432418  0.04216873
## demo$ethnicity3 -0.0009044505 -0.057753532 -0.071965772 -0.04589043
## demo$ethnicity4 -0.0327145377  0.013104209  0.026790790  0.01707402
## demo$ethnicity5 -0.0111623947 -0.033488280 -0.038561635 -0.03059716
## demo$ethnicity6 -0.0249835016 -0.015355252 -0.012780273 -0.01546701
## demo$ethnicity7 -0.0440127886 -0.012363461 -0.028487511 -0.04391415
## demo$ethnicity8 -0.0354062190 -0.033874153 -0.020077790 -0.03506374
## demo$ethnicity9 -0.0293630075  0.001308139  0.006822107 -0.03012174
##                          154         155          156          157         158
## (Intercept)      0.140169568  0.07090486  0.071965772  0.071965772  0.09677234
## demo$ethnicity1  0.169934961  0.15055675  0.132289547  0.132289547  0.15231857
## demo$ethnicity2  0.044029566  0.03550988  0.010432418  0.010432418  0.01940674
## demo$ethnicity3  0.002687574 -0.04962827 -0.071965772 -0.071965772 -0.03010567
## demo$ethnicity4 -0.028041792  0.02122948  0.026790790  0.026790790 -0.01337886
## demo$ethnicity5 -0.007370085 -0.03502485 -0.038561635 -0.038561635 -0.01986224
## demo$ethnicity6 -0.033067835 -0.01276174 -0.012780273 -0.012780273 -0.02660565
## demo$ethnicity7 -0.040169568 -0.04868264 -0.028487511 -0.028487511 -0.02700490
## demo$ethnicity8 -0.031098109 -0.04024164 -0.020077790 -0.020077790 -0.01882325
## demo$ethnicity9 -0.049751215 -0.01329387  0.006822107  0.006822107 -0.01314865
##                          159          160          161          162
## (Intercept)      0.164021154  0.136770910  0.074511346  0.096112002
## demo$ethnicity1  0.168417871  0.152044151  0.164908944  0.172386941
## demo$ethnicity2  0.034680536  0.004077772  0.043512567  0.046458009
## demo$ethnicity3  0.006710554 -0.020491840 -0.031033085 -0.005202911
## demo$ethnicity4 -0.047844682 -0.035042360  0.005687576 -0.020418777
## demo$ethnicity5 -0.008959312 -0.014469768 -0.025969092 -0.015629944
## demo$ethnicity6 -0.022026160 -0.023510289 -0.017386113 -0.026949922
## demo$ethnicity7 -0.035816025 -0.014819690 -0.074511346 -0.048492954
## demo$ethnicity8 -0.044259084 -0.022860430 -0.036079408 -0.040316505
## demo$ethnicity9 -0.018217455  0.001690629 -0.015818101 -0.035136392
##                          163         164          165         166           167
## (Intercept)      0.075549722  0.11402191  0.071965772  0.07090486  0.0828165459
## demo$ethnicity1  0.145911888  0.16377936  0.132289547  0.15055675  0.1477148550
## demo$ethnicity2  0.017707129  0.04283382  0.010432418  0.03550988  0.0216938540
## demo$ethnicity3 -0.054273126 -0.02311282 -0.071965772 -0.04962827 -0.0393382851
## demo$ethnicity4  0.011753698 -0.01039401  0.026790790  0.02122948 -0.0026176237
## demo$ethnicity5 -0.029788287 -0.01700868 -0.038561635 -0.03502485 -0.0243977492
## demo$ethnicity6 -0.017290346 -0.01819749 -0.012780273 -0.01276174 -0.0200264772
## demo$ethnicity7 -0.053327500 -0.06640286 -0.028487511 -0.04868264 -0.0373620005
## demo$ethnicity8 -0.015578932 -0.02568673 -0.020077790 -0.04024164 -0.0295697927
## demo$ethnicity9  0.004788545 -0.02743654  0.006822107 -0.01329387 -0.0008674872
##                          168         169         170          171          172
## (Intercept)      0.096112002  0.08936869  0.08936869  0.071965772  0.087638124
## demo$ethnicity1  0.172386941  0.15005160  0.15005160  0.132289547  0.150127834
## demo$ethnicity2  0.046458009  0.04216873  0.04216873  0.010432418  0.017997246
## demo$ethnicity3 -0.005202911 -0.04589043 -0.04589043 -0.071965772 -0.045971457
## demo$ethnicity4 -0.020418777  0.01707402  0.01707402  0.026790790  0.025105830
## demo$ethnicity5 -0.015629944 -0.03059716 -0.03059716 -0.038561635 -0.040246595
## demo$ethnicity6 -0.026949922 -0.01546701 -0.01546701 -0.012780273 -0.011191465
## demo$ethnicity7 -0.048492954 -0.04391415 -0.04391415 -0.028487511 -0.044159863
## demo$ethnicity8 -0.040316505 -0.03506374 -0.03506374 -0.020077790 -0.035750141
## demo$ethnicity9 -0.035136392 -0.03012174 -0.03012174  0.006822107 -0.008850245
##                         173          174         175          176         177
## (Intercept)      0.07090486  0.088279112  0.10143175  0.074511346  0.10870216
## demo$ethnicity1  0.15055675  0.169902706  0.16706720  0.164908944  0.16909910
## demo$ethnicity2  0.03550988  0.041788855  0.05542398  0.043512567  0.03386785
## demo$ethnicity3 -0.04962827 -0.021612445 -0.01052265 -0.031033085 -0.01779307
## demo$ethnicity4  0.02122948 -0.004885631 -0.01433501  0.005687576 -0.01647777
## demo$ethnicity5 -0.03502485 -0.021470020 -0.01539413 -0.025969092 -0.01724450
## demo$ethnicity6 -0.01276174 -0.023916900 -0.02320766 -0.017386113 -0.02193975
## demo$ethnicity7 -0.04868264 -0.065023298 -0.05381270 -0.074511346 -0.06108312
## demo$ethnicity8 -0.04024164 -0.025481539 -0.04563625 -0.036079408 -0.02036698
## demo$ethnicity9 -0.01329387 -0.028464942 -0.03984638 -0.015818101 -0.02272655
##                          178           179         180          181
## (Intercept)      0.078071169  0.1854033570  0.07090486  0.096112002
## demo$ethnicity1  0.152460232  0.1704940789  0.15055675  0.172386941
## demo$ethnicity2  0.039952745  0.0283965216  0.03550988  0.046458009
## demo$ethnicity3 -0.034592908  0.0145966430 -0.04962827 -0.005202911
## demo$ethnicity4  0.007066025 -0.0523646083  0.02122948 -0.020418777
## demo$ethnicity5 -0.029758602 -0.0009551422 -0.03502485 -0.015629944
## demo$ethnicity6 -0.015402699 -0.0300094123 -0.01276174 -0.026949922
## demo$ethnicity7 -0.032616623 -0.0275086201 -0.04868264 -0.048492954
## demo$ethnicity8 -0.054790745 -0.0359056812 -0.04024164 -0.040316505
## demo$ethnicity9 -0.019377924 -0.0352532068 -0.01329387 -0.035136392
##                           182         183          184          185
## (Intercept)      0.1854033570  0.10143175  0.075549722  0.071965772
## demo$ethnicity1  0.1704940789  0.16706720  0.145911888  0.132289547
## demo$ethnicity2  0.0283965216  0.05542398  0.017707129  0.010432418
## demo$ethnicity3  0.0145966430 -0.01052265 -0.054273126 -0.071965772
## demo$ethnicity4 -0.0523646083 -0.01433501  0.011753698  0.026790790
## demo$ethnicity5 -0.0009551422 -0.01539413 -0.029788287 -0.038561635
## demo$ethnicity6 -0.0300094123 -0.02320766 -0.017290346 -0.012780273
## demo$ethnicity7 -0.0275086201 -0.05381270 -0.053327500 -0.028487511
## demo$ethnicity8 -0.0359056812 -0.04563625 -0.015578932 -0.020077790
## demo$ethnicity9 -0.0352532068 -0.03984638  0.004788545  0.006822107
##                          186          187         188          189          190
## (Intercept)      0.071965772  0.081885083  0.12110187  0.107980833  0.071965772
## demo$ethnicity1  0.132289547  0.167205826  0.13019225  0.169820436  0.132289547
## demo$ethnicity2  0.010432418  0.048182884 -0.03025043  0.048874892  0.010432418
## demo$ethnicity3 -0.071965772 -0.015218417 -0.06227834 -0.017071742 -0.071965772
## demo$ethnicity4  0.026790790 -0.009202662  0.03502422 -0.009908489  0.026790790
## demo$ethnicity5 -0.038561635 -0.020366996 -0.04253722 -0.016523165 -0.038561635
## demo$ethnicity6 -0.012780273 -0.020196668 -0.01056483 -0.027020772 -0.012780273
## demo$ethnicity7 -0.028487511 -0.058629269 -0.01906105 -0.060361785 -0.028487511
## demo$ethnicity8 -0.020077790 -0.050851549 -0.01077620 -0.019645654 -0.020077790
## demo$ethnicity9  0.006822107 -0.022070914  0.01586622 -0.046395467  0.006822107
##                          191           192          193           194
## (Intercept)      0.074511346  0.1912822388  0.114966838  0.0828165459
## demo$ethnicity1  0.164908944  0.1646151971  0.173848223  0.1477148550
## demo$ethnicity2  0.043512567  0.0547757043  0.040587726  0.0216938540
## demo$ethnicity3 -0.031033085  0.0087177612  0.001312232 -0.0393382851
## demo$ethnicity4  0.005687576 -0.0455347028 -0.030189855 -0.0026176237
## demo$ethnicity5 -0.025969092 -0.0008280179 -0.014501268 -0.0243977492
## demo$ethnicity6 -0.017386113 -0.0254956878 -0.025862794 -0.0200264772
## demo$ethnicity7 -0.074511346 -0.0333875019 -0.041796106 -0.0373620005
## demo$ethnicity8 -0.036079408 -0.0232660444 -0.050283554 -0.0295697927
## demo$ethnicity9 -0.015818101 -0.0681591156 -0.027146325 -0.0008674872
##                          195          196         197          198          199
## (Intercept)      0.081885083  0.096112002  0.08431732  0.096112002  0.139129784
## demo$ethnicity1  0.167205826  0.172386941  0.15510297  0.172386941  0.170974746
## demo$ethnicity2  0.048182884  0.046458009  0.03370660  0.046458009  0.029917835
## demo$ethnicity3 -0.015218417 -0.005202911 -0.04083906 -0.005202911  0.003727359
## demo$ethnicity4 -0.009202662 -0.020418777  0.01127884 -0.020418777 -0.032849961
## demo$ethnicity5 -0.020366996 -0.015629944 -0.03083679 -0.015629944 -0.012028306
## demo$ethnicity6 -0.020196668 -0.026949922 -0.01903447 -0.026949922 -0.025743485
## demo$ethnicity7 -0.058629269 -0.048492954 -0.03886277 -0.048492954 -0.039129784
## demo$ethnicity8 -0.050851549 -0.040316505 -0.03001236 -0.040316505 -0.047602184
## demo$ethnicity9 -0.022070914 -0.035136392 -0.02562407 -0.035136392 -0.023070404
##                          200         201         202          203          204
## (Intercept)      0.114966838  0.07090486  0.07090486  0.096112002  0.138056604
## demo$ethnicity1  0.173848223  0.15055675  0.15055675  0.172386941  0.127705085
## demo$ethnicity2  0.040587726  0.03550988  0.03550988  0.046458009 -0.029439726
## demo$ethnicity3  0.001312232 -0.04962827 -0.04962827 -0.005202911 -0.061133528
## demo$ethnicity4 -0.030189855  0.02122948  0.02122948 -0.020418777  0.035594335
## demo$ethnicity5 -0.014501268 -0.03502485 -0.03502485 -0.015629944 -0.045581804
## demo$ethnicity6 -0.025862794 -0.01276174 -0.01276174 -0.026949922 -0.009660268
## demo$ethnicity7 -0.041796106 -0.04868264 -0.04868264 -0.048492954 -0.018056604
## demo$ethnicity8 -0.050283554 -0.04024164 -0.04024164 -0.040316505 -0.009821310
## demo$ethnicity9 -0.027146325 -0.01329387 -0.01329387 -0.035136392  0.016705300
##                          205          206         207          208          209
## (Intercept)      0.113685250  0.096112002  0.07090486  0.071965772  0.071965772
## demo$ethnicity1  0.131382777  0.172386941  0.15055675  0.132289547  0.132289547
## demo$ethnicity2 -0.011557860  0.046458009  0.03550988  0.010432418  0.010432418
## demo$ethnicity3 -0.052460760 -0.005202911 -0.04962827 -0.071965772 -0.071965772
## demo$ethnicity4  0.018747395 -0.020418777  0.02122948  0.026790790  0.026790790
## demo$ethnicity5 -0.032858618 -0.015629944 -0.03502485 -0.038561635 -0.038561635
## demo$ethnicity6 -0.014448238 -0.026949922 -0.01276174 -0.012780273 -0.012780273
## demo$ethnicity7 -0.007302271 -0.048492954 -0.04868264 -0.028487511 -0.028487511
## demo$ethnicity8 -0.027593839 -0.040316505 -0.04024164 -0.020077790 -0.020077790
## demo$ethnicity9  0.007087697 -0.035136392 -0.01329387  0.006822107  0.006822107
##                           210          211         212           213
## (Intercept)      0.1164520848  0.078071169  0.07090486  0.1164520848
## demo$ethnicity1  0.1723629761  0.152460232  0.15055675  0.1723629761
## demo$ethnicity2  0.0538083618  0.039952745  0.03550988  0.0538083618
## demo$ethnicity3 -0.0001730151 -0.034592908 -0.04962827 -0.0001730151
## demo$ethnicity4 -0.0259770963  0.007066025  0.02122948 -0.0259770963
## demo$ethnicity5 -0.0104309592 -0.029758602 -0.03502485 -0.0104309592
## demo$ethnicity6 -0.0302008942 -0.015402699 -0.01276174 -0.0302008942
## demo$ethnicity7 -0.0432813531 -0.032616623 -0.04868264 -0.0432813531
## demo$ethnicity8 -0.0346747835 -0.054790745 -0.04024164 -0.0346747835
## demo$ethnicity9 -0.0536315720 -0.019377924 -0.01329387 -0.0536315720
##                          214         215          216           217         218
## (Intercept)      0.096112002  0.07090486  0.089062695  0.1912822388  0.13376605
## demo$ethnicity1  0.172386941  0.15055675  0.150357595  0.1646151971  0.16457282
## demo$ethnicity2  0.046458009  0.03550988  0.015447705  0.0547757043  0.03649439
## demo$ethnicity3 -0.005202911 -0.04962827 -0.045584434  0.0087177612 -0.01748698
## demo$ethnicity4 -0.020418777  0.02122948  0.001595192 -0.0455347028 -0.02033349
## demo$ethnicity5 -0.015629944 -0.03502485 -0.025475939 -0.0008280179 -0.01649137
## demo$ethnicity6 -0.026949922 -0.01276174 -0.023658247 -0.0254956878 -0.02024696
## demo$ethnicity7 -0.048492954 -0.04868264 -0.043608149 -0.0333875019 -0.06059532
## demo$ethnicity8 -0.040316505 -0.04024164 -0.004791410 -0.0232660444 -0.01863457
## demo$ethnicity9 -0.035136392 -0.01329387 -0.007113636 -0.0681591156 -0.02030451
##                         219          220          221          222          223
## (Intercept)      0.12110187  0.071965772  0.190175906  0.102665715  0.088279112
## demo$ethnicity1  0.13019225  0.132289547  0.165721530  0.146425194  0.169902706
## demo$ethnicity2 -0.03025043  0.010432418  0.023623972  0.013513363  0.041788855
## demo$ethnicity3 -0.06227834 -0.071965772  0.009824094 -0.035999048 -0.021612445
## demo$ethnicity4  0.03502422  0.026790790 -0.050601210 -0.013852180 -0.004885631
## demo$ethnicity5 -0.04253722 -0.038561635 -0.005727691 -0.020335558 -0.021470020
## demo$ethnicity6 -0.01056483 -0.012780273 -0.024780759 -0.018001256 -0.023916900
## demo$ethnicity7 -0.01906105 -0.028487511 -0.032281169 -0.032898273 -0.065023298
## demo$ethnicity8 -0.01077620 -0.020077790 -0.040678230 -0.024716627 -0.025481539
## demo$ethnicity9  0.01586622  0.006822107 -0.012998729  0.005348223 -0.028464942
##                         224          225          226         227           228
## (Intercept)      0.07090486  0.121270683  0.088279112  0.07090486  0.1171835203
## demo$ethnicity1  0.15055675  0.147228260  0.169902706  0.15055675  0.1716315406
## demo$ethnicity2  0.03550988  0.007013614  0.041788855  0.03550988  0.0383710440
## demo$ethnicity3 -0.04962827 -0.030361592 -0.021612445 -0.04962827 -0.0009044505
## demo$ethnicity4  0.02122948 -0.023198340 -0.004885631  0.02122948 -0.0327145377
## demo$ethnicity5 -0.03502485 -0.019341597 -0.021470020 -0.03502485 -0.0111623947
## demo$ethnicity6 -0.01276174 -0.016709323 -0.023916900 -0.01276174 -0.0249835016
## demo$ethnicity7 -0.04868264 -0.026032588 -0.065023298 -0.04868264 -0.0440127886
## demo$ethnicity8 -0.04024164 -0.034098295 -0.025481539 -0.04024164 -0.0354062190
## demo$ethnicity9 -0.01329387  0.014095171 -0.028464942 -0.01329387 -0.0293630075
##                          229          230          231          232
## (Intercept)      0.137001537  0.096112002  0.071965772  0.163136028
## demo$ethnicity1  0.173102993  0.172386941  0.132289547  0.146968502
## demo$ethnicity2  0.032046082  0.046458009  0.010432418  0.005911591
## demo$ethnicity3  0.005855606 -0.005202911 -0.071965772 -0.020278885
## demo$ethnicity4 -0.043067393 -0.020418777  0.026790790 -0.039462293
## demo$ethnicity5 -0.009900059 -0.015629944 -0.038561635 -0.013648483
## demo$ethnicity6 -0.023796933 -0.026949922 -0.012780273 -0.021776495
## demo$ethnicity7 -0.037001537 -0.048492954 -0.028487511 -0.013136028
## demo$ethnicity8 -0.045473937 -0.040316505 -0.020077790 -0.021137740
## demo$ethnicity9 -0.020942158 -0.035136392  0.006822107  0.004880166
##                           233          234          235           236
## (Intercept)      0.0828165459  0.138533652  0.071965772  0.1854033570
## demo$ethnicity1  0.1477148550  0.171570877  0.132289547  0.1704940789
## demo$ethnicity2  0.0216938540  0.045665482  0.010432418  0.0283965216
## demo$ethnicity3 -0.0393382851  0.004323490 -0.071965772  0.0145966430
## demo$ethnicity4 -0.0026176237 -0.038751555  0.026790790 -0.0523646083
## demo$ethnicity5 -0.0243977492 -0.005734169 -0.038561635 -0.0009551422
## demo$ethnicity6 -0.0200264772 -0.028252269 -0.012780273 -0.0300094123
## demo$ethnicity7 -0.0373620005 -0.038533652 -0.028487511 -0.0275086201
## demo$ethnicity8 -0.0295697927 -0.029462193 -0.020077790 -0.0359056812
## demo$ethnicity9 -0.0008674872 -0.048115299  0.006822107 -0.0352532068
##                         237           238          239          240
## (Intercept)      0.12110187  0.0828165459  0.121163209  0.137001537
## demo$ethnicity1  0.13019225  0.1477148550  0.167651852  0.173102993
## demo$ethnicity2 -0.03025043  0.0216938540  0.034391355  0.032046082
## demo$ethnicity3 -0.06227834 -0.0393382851 -0.004884139  0.005855606
## demo$ethnicity4  0.03502422 -0.0026176237 -0.030688220 -0.043067393
## demo$ethnicity5 -0.04253722 -0.0243977492 -0.014999633 -0.009900059
## demo$ethnicity6 -0.01056483 -0.0200264772 -0.016809181 -0.023796933
## demo$ethnicity7 -0.01906105 -0.0373620005 -0.047992477 -0.037001537
## demo$ethnicity8 -0.01077620 -0.0295697927 -0.056479925 -0.045473937
## demo$ethnicity9  0.01586622 -0.0008674872 -0.007701670 -0.020942158
##                          241          242          243          244
## (Intercept)      0.096112002  0.096112002  0.138056604  0.074511346
## demo$ethnicity1  0.172386941  0.172386941  0.127705085  0.164908944
## demo$ethnicity2  0.046458009  0.046458009 -0.029439726  0.043512567
## demo$ethnicity3 -0.005202911 -0.005202911 -0.061133528 -0.031033085
## demo$ethnicity4 -0.020418777 -0.020418777  0.035594335  0.005687576
## demo$ethnicity5 -0.015629944 -0.015629944 -0.045581804 -0.025969092
## demo$ethnicity6 -0.026949922 -0.026949922 -0.009660268 -0.017386113
## demo$ethnicity7 -0.048492954 -0.048492954 -0.018056604 -0.074511346
## demo$ethnicity8 -0.040316505 -0.040316505 -0.009821310 -0.036079408
## demo$ethnicity9 -0.035136392 -0.035136392  0.016705300 -0.015818101
##                           245          246         247          248         249
## (Intercept)      1.727429e-01  0.081885083  0.08431732  0.088300619  0.07090486
## demo$ethnicity1  1.596961e-01  0.167205826  0.15510297  0.132277612  0.15055675
## demo$ethnicity2  2.595878e-02  0.048182884  0.03370660 -0.006181233  0.03550988
## demo$ethnicity3 -2.011204e-03 -0.015218417 -0.04083906 -0.067892456 -0.04962827
## demo$ethnicity4 -3.786202e-02 -0.009202662  0.01127884  0.030432101  0.02122948
## demo$ethnicity5 -1.167506e-02 -0.020366996 -0.03083679 -0.043595564 -0.03502485
## demo$ethnicity6 -1.447109e-02 -0.020196668 -0.01903447 -0.011253860 -0.01276174
## demo$ethnicity7 -4.453778e-02 -0.058629269 -0.03886277 -0.024470832 -0.04868264
## demo$ethnicity8 -5.298084e-02 -0.050851549 -0.03001236 -0.016098097 -0.04024164
## demo$ethnicity9  8.781374e-05 -0.022070914 -0.02562407  0.010733197 -0.01329387
##                          250         251          252          253          254
## (Intercept)      0.071965772  0.12287901  0.071965772  0.091922062  0.138056604
## demo$ethnicity1  0.132289547  0.12841511  0.132289547  0.157168847  0.127705085
## demo$ethnicity2  0.010432418 -0.01333435  0.010432418  0.038145905 -0.029439726
## demo$ethnicity3 -0.071965772 -0.06405548 -0.071965772 -0.025255395 -0.061133528
## demo$ethnicity4  0.026790790  0.03324708  0.026790790 -0.003478076  0.035594335
## demo$ethnicity5 -0.038561635 -0.04842959 -0.038561635 -0.025353470 -0.045581804
## demo$ethnicity6 -0.012780273 -0.01016333 -0.012780273 -0.021882696 -0.009660268
## demo$ethnicity7 -0.028487511 -0.02083819 -0.028487511 -0.022154620 -0.018056604
## demo$ethnicity8 -0.020077790 -0.01255335 -0.020077790 -0.044628365 -0.009821310
## demo$ethnicity9  0.006822107  0.01408907  0.006822107 -0.032107893  0.016705300
##                          255         256          257          258          259
## (Intercept)      0.099990614  0.34643828  0.071965772  0.117392071  0.096112002
## demo$ethnicity1  0.168508329  0.14700709  0.132289547  0.151106872  0.172386941
## demo$ethnicity2  0.042579397  0.01072568  0.010432418  0.010892226  0.046458009
## demo$ethnicity3 -0.009081523  0.02499029 -0.071965772 -0.026482980 -0.005202911
## demo$ethnicity4 -0.018449436 -0.06697380  0.026790790 -0.025167680 -0.020418777
## demo$ethnicity5 -0.019373055  0.01072225 -0.038561635 -0.015598486 -0.015629944
## demo$ethnicity6 -0.018980766 -0.02219977 -0.012780273 -0.024678480 -0.026949922
## demo$ethnicity7 -0.052371566 -0.01310495 -0.028487511 -0.022153976 -0.048492954
## demo$ethnicity8 -0.060861784 -0.02090592 -0.020077790 -0.013553016 -0.040316505
## demo$ethnicity9 -0.014015004 -0.04502699  0.006822107 -0.007026217 -0.035136392
##                          260          261           262          263
## (Intercept)      0.071965772  0.075549722  0.1171835203  0.137001537
## demo$ethnicity1  0.132289547  0.145911888  0.1716315406  0.173102993
## demo$ethnicity2  0.010432418  0.017707129  0.0383710440  0.032046082
## demo$ethnicity3 -0.071965772 -0.054273126 -0.0009044505  0.005855606
## demo$ethnicity4  0.026790790  0.011753698 -0.0327145377 -0.043067393
## demo$ethnicity5 -0.038561635 -0.029788287 -0.0111623947 -0.009900059
## demo$ethnicity6 -0.012780273 -0.017290346 -0.0249835016 -0.023796933
## demo$ethnicity7 -0.028487511 -0.053327500 -0.0440127886 -0.037001537
## demo$ethnicity8 -0.020077790 -0.015578932 -0.0354062190 -0.045473937
## demo$ethnicity9  0.006822107  0.004788545 -0.0293630075 -0.020942158
##                         264         265          266          267          268
## (Intercept)      0.11039722  0.11039722  0.071965772  0.074511346  0.071965772
## demo$ethnicity1  0.14778459  0.14778459  0.132289547  0.164908944  0.132289547
## demo$ethnicity2  0.04744852  0.04744852  0.010432418  0.043512567  0.010432418
## demo$ethnicity3 -0.04373056 -0.04373056 -0.071965772 -0.031033085 -0.071965772
## demo$ethnicity4  0.01669195  0.01669195  0.026790790  0.005687576  0.026790790
## demo$ethnicity5 -0.02769752 -0.02769752 -0.038561635 -0.025969092 -0.038561635
## demo$ethnicity6 -0.01427205 -0.01427205 -0.012780273 -0.017386113 -0.012780273
## demo$ethnicity7 -0.04062978 -0.04062978 -0.028487511 -0.074511346 -0.028487511
## demo$ethnicity8 -0.03133949 -0.03133949 -0.020077790 -0.036079408 -0.020077790
## demo$ethnicity9 -0.04942161 -0.04942161  0.006822107 -0.015818101  0.006822107
##                          269          270          271          272         273
## (Intercept)      0.095704608  0.088279112  0.074511346  0.164021154  0.12376301
## demo$ethnicity1  0.153386301  0.169902706  0.164908944  0.168417871  0.12753111
## demo$ethnicity2  0.034363359  0.041788855  0.043512567  0.034680536 -0.01421835
## demo$ethnicity3 -0.029037942 -0.021612445 -0.031033085  0.006710554 -0.06493948
## demo$ethnicity4 -0.001562617 -0.004885631  0.005687576 -0.047844682  0.03236308
## demo$ethnicity5 -0.029006967 -0.021470020 -0.025969092 -0.008959312 -0.04092486
## demo$ethnicity6 -0.014108649 -0.023916900 -0.017386113 -0.022026160 -0.01104732
## demo$ethnicity7 -0.025937166 -0.065023298 -0.074511346 -0.035816025 -0.02172219
## demo$ethnicity8 -0.064671074 -0.025481539 -0.036079408 -0.044259084 -0.01343734
## demo$ethnicity9 -0.011500195 -0.028464942 -0.015818101 -0.018217455  0.01320508
##                          274          275          276          277
## (Intercept)      0.096112002  0.138533652  0.107962060  0.139129784
## demo$ethnicity1  0.172386941  0.171570877  0.128282838  0.170974746
## demo$ethnicity2  0.046458009  0.045665482  0.002492823  0.029917835
## demo$ethnicity3 -0.005202911  0.004323490 -0.067962060  0.003727359
## demo$ethnicity4 -0.020418777 -0.038751555  0.029875101 -0.032849961
## demo$ethnicity5 -0.015629944 -0.005734169 -0.043719540 -0.012028306
## demo$ethnicity6 -0.026949922 -0.028252269 -0.011594223 -0.025743485
## demo$ethnicity7 -0.048492954 -0.038533652 -0.024628727 -0.039129784
## demo$ethnicity8 -0.040316505 -0.029462193 -0.016297858 -0.047602184
## demo$ethnicity9 -0.035136392 -0.048115299  0.010446820 -0.023070404
##                          278         279           280          281
## (Intercept)      0.138533652  0.10215308  0.1171835203  0.071965772
## demo$ethnicity1  0.171570877  0.16634587  0.1716315406  0.132289547
## demo$ethnicity2  0.045665482  0.04041693  0.0383710440  0.010432418
## demo$ethnicity3  0.004323490 -0.01124399 -0.0009044505 -0.071965772
## demo$ethnicity4 -0.038751555 -0.02090430 -0.0327145377  0.026790790
## demo$ethnicity5 -0.005734169 -0.01611546 -0.0111623947 -0.038561635
## demo$ethnicity6 -0.028252269 -0.01812664 -0.0249835016 -0.012780273
## demo$ethnicity7 -0.038533652 -0.05453403 -0.0440127886 -0.028487511
## demo$ethnicity8 -0.029462193 -0.04635758 -0.0354062190 -0.020077790
## demo$ethnicity9 -0.048115299 -0.01617747 -0.0293630075  0.006822107
##                          282          283          284          285         286
## (Intercept)      0.071965772  0.096112002  0.165603155  0.074511346  0.12110187
## demo$ethnicity1  0.132289547  0.172386941  0.166835870  0.164908944  0.13019225
## demo$ethnicity2  0.010432418  0.046458009  0.048723535  0.043512567 -0.03025043
## demo$ethnicity3 -0.071965772 -0.005202911  0.005128553 -0.031033085 -0.06227834
## demo$ethnicity4  0.026790790 -0.020418777 -0.043420677  0.005687576  0.03502422
## demo$ethnicity5 -0.038561635 -0.015629944 -0.004693360 -0.025969092 -0.04253722
## demo$ethnicity6 -0.012780273 -0.026949922 -0.026605273 -0.017386113 -0.01056483
## demo$ethnicity7 -0.028487511 -0.048492954 -0.037398026 -0.074511346 -0.01906105
## demo$ethnicity8 -0.020077790 -0.040316505 -0.027823067 -0.036079408 -0.01077620
## demo$ethnicity9  0.006822107 -0.035136392 -0.046115246 -0.015818101  0.01586622
##                          287         288         289          290          291
## (Intercept)      0.099990614  0.10484380  0.10524998  0.075549722  0.071965772
## demo$ethnicity1  0.168508329  0.13140110  0.13099492  0.145911888  0.132289547
## demo$ethnicity2  0.042579397 -0.02305365 -0.01384444  0.017707129  0.010432418
## demo$ethnicity3 -0.009081523 -0.06484380 -0.06524998 -0.054273126 -0.071965772
## demo$ethnicity4 -0.018449436  0.03299336  0.03258718  0.011753698  0.026790790
## demo$ethnicity5 -0.019373055 -0.04076571 -0.04536476 -0.029788287 -0.038561635
## demo$ethnicity6 -0.018980766 -0.01069572 -0.01110190 -0.017290346 -0.012780273
## demo$ethnicity7 -0.052371566 -0.02151047 -0.02191665 -0.053327500 -0.028487511
## demo$ethnicity8 -0.060861784 -0.01317960 -0.01358578 -0.015578932 -0.020077790
## demo$ethnicity9 -0.014015004  0.01356508  0.01315890  0.004788545  0.006822107
##                         292           293          294           295
## (Intercept)      0.13095202  0.0828165459  0.075549722  0.1171835203
## demo$ethnicity1  0.16738685  0.1477148550  0.145911888  0.1716315406
## demo$ethnicity2  0.03930842  0.0216938540  0.017707129  0.0383710440
## demo$ethnicity3 -0.01467295 -0.0393382851 -0.054273126 -0.0009044505
## demo$ethnicity4 -0.01151345 -0.0026176237  0.011753698 -0.0327145377
## demo$ethnicity5 -0.01367734 -0.0243977492 -0.029788287 -0.0111623947
## demo$ethnicity6 -0.02974570 -0.0200264772 -0.017290346 -0.0249835016
## demo$ethnicity7 -0.05778129 -0.0373620005 -0.053327500 -0.0440127886
## demo$ethnicity8 -0.01582054 -0.0295697927 -0.015578932 -0.0354062190
## demo$ethnicity9 -0.04249048 -0.0008674872  0.004788545 -0.0293630075
##                          296          297          298          299
## (Intercept)      0.074511346  0.071965772  0.096112002  0.091065630
## demo$ethnicity1  0.164908944  0.132289547  0.172386941  0.129512601
## demo$ethnicity2  0.043512567  0.010432418  0.046458009  0.010473062
## demo$ethnicity3 -0.031033085 -0.071965772 -0.005202911 -0.070657467
## demo$ethnicity4  0.005687576  0.026790790 -0.020418777  0.027667090
## demo$ethnicity5 -0.025969092 -0.038561635 -0.015629944 -0.041916130
## demo$ethnicity6 -0.017386113 -0.012780273 -0.026949922 -0.011756428
## demo$ethnicity7 -0.074511346 -0.028487511 -0.048492954 -0.027235843
## demo$ethnicity8 -0.036079408 -0.020077790 -0.040316505 -0.018863109
## demo$ethnicity9 -0.015818101  0.006822107 -0.035136392  0.007968186
##                          300          301         302         303          304
## (Intercept)      0.071965772  0.078071169  0.10524998  0.13168346  0.071965772
## demo$ethnicity1  0.132289547  0.152460232  0.13099492  0.16665541  0.132289547
## demo$ethnicity2  0.010432418  0.039952745 -0.01384444  0.02387111  0.010432418
## demo$ethnicity3 -0.071965772 -0.034592908 -0.06524998 -0.01540439 -0.071965772
## demo$ethnicity4  0.026790790  0.007066025  0.03258718 -0.01825090  0.026790790
## demo$ethnicity5 -0.038561635 -0.029758602 -0.04536476 -0.01440877 -0.038561635
## demo$ethnicity6 -0.012780273 -0.015402699 -0.01110190 -0.02452831 -0.012780273
## demo$ethnicity7 -0.028487511 -0.032616623 -0.02191665 -0.05851273 -0.028487511
## demo$ethnicity8 -0.020077790 -0.054790745 -0.01358578 -0.01655198 -0.020077790
## demo$ethnicity9  0.006822107 -0.019377924  0.01315890 -0.01822192  0.006822107
##                          305         306          307          308          309
## (Intercept)      0.074511346  0.07090486  0.188066584  0.232277730  0.071965772
## demo$ethnicity1  0.164908944  0.15055675  0.167830852  0.148289072  0.132289547
## demo$ethnicity2  0.043512567  0.03550988  0.025733295  0.013916320  0.010432418
## demo$ethnicity3 -0.031033085 -0.04962827  0.011933416 -0.001508499 -0.071965772
## demo$ethnicity4  0.005687576  0.02122948 -0.041955940 -0.031779484  0.026790790
## demo$ethnicity5 -0.025969092 -0.03502485 -0.003618369 -0.010555690 -0.038561635
## demo$ethnicity6 -0.017386113 -0.01276174 -0.029107577 -0.010734278 -0.012780273
## demo$ethnicity7 -0.074511346 -0.04868264 -0.030171847 -0.043088540 -0.028487511
## demo$ethnicity8 -0.036079408 -0.04024164 -0.038568908 -0.051420180 -0.020077790
## demo$ethnicity9 -0.015818101 -0.01329387 -0.037916434  0.006611159  0.006822107
##                          310          311          312
## (Intercept)      0.074511346  0.089633611  0.071965772
## demo$ethnicity1  0.164908944  0.130944620  0.132289547
## demo$ethnicity2  0.043512567  0.002289697  0.010432418
## demo$ethnicity3 -0.031033085 -0.069225448 -0.071965772
## demo$ethnicity4  0.005687576  0.029099109  0.026790790
## demo$ethnicity5 -0.025969092 -0.040484111 -0.038561635
## demo$ethnicity6 -0.017386113 -0.012586852 -0.012780273
## demo$ethnicity7 -0.074511346 -0.025803824 -0.028487511
## demo$ethnicity8 -0.036079408 -0.017431089 -0.020077790
## demo$ethnicity9 -0.015818101  0.009400205  0.006822107
## 
## $f.perms
##               [,1]
##    [1,]  1.2149613
##    [2,]  0.5715396
##    [3,]  0.8313505
##    [4,]  0.9043144
##    [5,]  4.1156680
##    [6,]  1.1295325
##    [7,]  3.0712325
##    [8,]  0.7447859
##    [9,]  1.2305116
##   [10,]  0.7019812
##   [11,]  0.3461648
##   [12,]  3.4140716
##   [13,]  0.5444993
##   [14,]  0.4357554
##   [15,]  0.5395949
##   [16,]  1.1024931
##   [17,]  0.5736606
##   [18,]  0.8308596
##   [19,]  0.2092151
##   [20,]  0.6208417
##   [21,]  0.9102780
##   [22,]  0.4302779
##   [23,]  0.8649633
##   [24,]  0.5349252
##   [25,]  0.2621252
##   [26,]  0.5667663
##   [27,]  0.5766451
##   [28,]  0.8018383
##   [29,]  0.5847552
##   [30,]  0.2892556
##   [31,]  0.4538680
##   [32,]  0.2733388
##   [33,]  0.7797821
##   [34,]  0.4639866
##   [35,]  0.8075917
##   [36,]  0.9145313
##   [37,]  0.8437314
##   [38,]  4.8734215
##   [39,]  1.3396299
##   [40,]  1.7108695
##   [41,]  0.8729989
##   [42,]  0.7564926
##   [43,]  0.5413488
##   [44,]  1.6537763
##   [45,]  1.1612703
##   [46,]  0.4512706
##   [47,]  0.4406805
##   [48,]  0.3873238
##   [49,]  0.4697309
##   [50,]  0.8886901
##   [51,]  3.5014426
##   [52,]  1.1231974
##   [53,]  1.3700359
##   [54,]  1.2556095
##   [55,]  0.6568852
##   [56,]  0.8229636
##   [57,]  0.6112026
##   [58,]  0.4212978
##   [59,]  0.8458952
##   [60,]  0.2560374
##   [61,]  0.7157465
##   [62,]  0.9288019
##   [63,]  1.2937604
##   [64,]  1.0349875
##   [65,]  0.2155130
##   [66,]  1.0542454
##   [67,]  0.5180017
##   [68,]  1.1028325
##   [69,]  1.7053563
##   [70,]  1.5918247
##   [71,]  0.6238482
##   [72,]  1.0667624
##   [73,]  0.9829408
##   [74,]  0.3654878
##   [75,]  1.0257404
##   [76,]  1.8813314
##   [77,]  1.0711992
##   [78,]  0.3942428
##   [79,]  0.9267481
##   [80,]  1.4492219
##   [81,]  1.3583688
##   [82,]  3.5640083
##   [83,]  0.9287083
##   [84,]  1.6050495
##   [85,]  1.5420552
##   [86,]  0.3286213
##   [87,]  0.5820613
##   [88,]  0.5496707
##   [89,]  0.9422381
##   [90,]  3.3750366
##   [91,]  0.3236236
##   [92,]  1.3222409
##   [93,]  1.9618586
##   [94,]  1.0060312
##   [95,]  0.5838282
##   [96,]  0.6996950
##   [97,]  2.1330968
##   [98,]  0.8590749
##   [99,]  0.6155425
##  [100,]  4.1296064
##  [101,]  0.7593143
##  [102,]  0.2572411
##  [103,]  0.4427319
##  [104,]  1.7705306
##  [105,]  0.5498578
##  [106,]  0.5596813
##  [107,]  0.4774865
##  [108,]  2.7254704
##  [109,]  0.7173069
##  [110,]  0.3845964
##  [111,]  0.5768521
##  [112,]  0.9323348
##  [113,]  0.3421466
##  [114,]  0.6575549
##  [115,]  1.3851238
##  [116,]  0.6971481
##  [117,]  0.6217051
##  [118,]  0.4311842
##  [119,]  0.5104615
##  [120,]  0.3165788
##  [121,]  0.9689860
##  [122,]  1.9614173
##  [123,]  0.3906866
##  [124,]  0.8250378
##  [125,]  1.7261339
##  [126,]  1.5946382
##  [127,]  0.5577393
##  [128,]  0.4362998
##  [129,]  0.3472191
##  [130,]  1.1867683
##  [131,]  0.2115919
##  [132,]  0.5624653
##  [133,]  0.3804473
##  [134,]  0.7037193
##  [135,]  0.3267063
##  [136,]  0.4918271
##  [137,]  0.6622009
##  [138,]  0.6387701
##  [139,]  0.8689232
##  [140,]  0.8251060
##  [141,]  0.4026874
##  [142,]  0.8247514
##  [143,]  1.7552758
##  [144,]  0.2873118
##  [145,]  0.9050934
##  [146,]  0.8285095
##  [147,]  0.5670675
##  [148,]  0.4784893
##  [149,]  0.7188507
##  [150,]  0.5026767
##  [151,]  0.6954243
##  [152,]  1.0208892
##  [153,]  0.4711397
##  [154,]  0.9404387
##  [155,]  0.5391252
##  [156,]  2.0992266
##  [157,]  0.9370465
##  [158,]  2.3578959
##  [159,]  0.3252167
##  [160,]  0.3631585
##  [161,]  0.3198804
##  [162,]  0.9229722
##  [163,]  0.3578837
##  [164,]  0.8215334
##  [165,]  0.4913053
##  [166,]  1.3737249
##  [167,]  0.5968111
##  [168,]  0.4157315
##  [169,]  0.8563664
##  [170,]  0.2243387
##  [171,]  0.3540763
##  [172,]  0.4025123
##  [173,]  1.1056404
##  [174,]  0.5058090
##  [175,]  0.4563519
##  [176,]  0.4538264
##  [177,]  0.3873788
##  [178,]  0.5748296
##  [179,]  0.5889810
##  [180,]  0.5476143
##  [181,]  4.0586509
##  [182,]  0.6955915
##  [183,]  1.1555732
##  [184,]  0.5313173
##  [185,]  0.8862061
##  [186,]  0.3710683
##  [187,]  1.0483674
##  [188,]  0.7368606
##  [189,]  1.0799559
##  [190,]  0.4623874
##  [191,]  0.5058730
##  [192,]  0.3057340
##  [193,]  1.6641449
##  [194,]  0.1923294
##  [195,]  1.3737893
##  [196,]  0.7109453
##  [197,]  0.6836444
##  [198,]  0.4320898
##  [199,]  0.4285629
##  [200,]  0.8417051
##  [201,]  0.8682740
##  [202,]  0.6858365
##  [203,]  1.1101035
##  [204,]  1.1433382
##  [205,]  0.8164532
##  [206,]  0.3080294
##  [207,]  0.3470468
##  [208,]  0.6311972
##  [209,]  0.4762226
##  [210,]  1.7070719
##  [211,]  0.2321676
##  [212,]  0.5516889
##  [213,]  0.9153195
##  [214,]  0.4233427
##  [215,]  1.1194064
##  [216,]  1.4819028
##  [217,]  0.3757738
##  [218,]  0.8727076
##  [219,]  0.3280843
##  [220,]  0.6397193
##  [221,]  0.7229639
##  [222,]  0.2480793
##  [223,]  0.5097097
##  [224,]  0.5591432
##  [225,]  1.1144192
##  [226,]  0.4155254
##  [227,]  0.4731867
##  [228,]  0.8574919
##  [229,]  1.1051066
##  [230,]  4.5731228
##  [231,]  3.4731937
##  [232,]  0.6242148
##  [233,]  0.7049127
##  [234,]  1.1041340
##  [235,]  0.5085800
##  [236,]  0.7175335
##  [237,]  0.4898774
##  [238,]  0.5494353
##  [239,]  1.0060657
##  [240,]  4.2007856
##  [241,]  0.3384170
##  [242,]  0.7573820
##  [243,]  0.9645630
##  [244,]  0.7321176
##  [245,]  0.4628143
##  [246,]  0.2678872
##  [247,]  1.3501648
##  [248,]  1.0162416
##  [249,]  0.5639626
##  [250,]  0.7041614
##  [251,]  0.3601735
##  [252,]  1.0355617
##  [253,]  1.3846501
##  [254,]  0.3676643
##  [255,]  0.7963677
##  [256,]  2.2876634
##  [257,]  0.2205779
##  [258,]  0.3783091
##  [259,]  0.5450497
##  [260,]  0.6624972
##  [261,]  0.5681993
##  [262,]  1.5129487
##  [263,]  1.8123945
##  [264,]  1.9130547
##  [265,]  4.9139272
##  [266,]  0.2939517
##  [267,]  0.6299324
##  [268,]  0.6809661
##  [269,]  0.4689306
##  [270,]  0.6445928
##  [271,]  0.3524407
##  [272,]  1.0239216
##  [273,]  0.5597961
##  [274,]  0.4313584
##  [275,]  0.9563484
##  [276,]  1.7750932
##  [277,]  0.6224231
##  [278,]  0.7868369
##  [279,]  0.5216782
##  [280,]  0.1804394
##  [281,]  0.4428350
##  [282,]  0.6628262
##  [283,]  0.4010012
##  [284,]  1.2115407
##  [285,]  0.5013209
##  [286,]  0.3301977
##  [287,]  1.7648134
##  [288,]  0.3718798
##  [289,]  0.2945469
##  [290,]  1.1987188
##  [291,]  5.0820702
##  [292,]  1.1632325
##  [293,]  0.4747380
##  [294,]  0.8047723
##  [295,]  0.4090710
##  [296,]  1.1187599
##  [297,]  0.8295138
##  [298,]  0.4991949
##  [299,]  0.3727464
##  [300,]  1.1990821
##  [301,]  0.6684169
##  [302,]  0.9865043
##  [303,]  0.5552033
##  [304,]  0.1877380
##  [305,]  1.1153979
##  [306,]  0.9925326
##  [307,]  0.7780235
##  [308,]  0.5819683
##  [309,]  0.3512457
##  [310,]  0.6457292
##  [311,]  0.6185264
##  [312,]  0.5627814
##  [313,]  0.3890341
##  [314,]  2.0323291
##  [315,]  0.3638282
##  [316,]  1.0654775
##  [317,]  0.4650641
##  [318,]  0.4621330
##  [319,]  0.5940074
##  [320,]  3.4554188
##  [321,]  0.5348173
##  [322,]  1.0607018
##  [323,]  0.8634468
##  [324,]  0.6512294
##  [325,]  0.6516693
##  [326,]  1.5179408
##  [327,]  0.2911862
##  [328,]  0.2640568
##  [329,]  0.5050376
##  [330,]  0.4801403
##  [331,]  0.6703930
##  [332,]  2.2768464
##  [333,]  0.4496684
##  [334,]  0.2960428
##  [335,]  0.5441319
##  [336,]  1.4827181
##  [337,]  0.9804549
##  [338,]  0.5586935
##  [339,]  0.5024552
##  [340,]  0.4229083
##  [341,]  0.5804318
##  [342,]  0.5745796
##  [343,]  1.1260258
##  [344,]  0.3942115
##  [345,]  0.6771210
##  [346,]  0.5595733
##  [347,]  0.2428904
##  [348,]  2.6967579
##  [349,]  0.5483801
##  [350,]  0.7011568
##  [351,]  0.5641349
##  [352,]  0.3339362
##  [353,]  0.5690669
##  [354,]  1.4207847
##  [355,]  0.5249964
##  [356,]  0.8753374
##  [357,]  0.9364652
##  [358,]  0.5850222
##  [359,] 19.8972006
##  [360,]  0.5363052
##  [361,]  0.4697114
##  [362,]  0.2984729
##  [363,]  1.6117506
##  [364,]  0.5836894
##  [365,]  0.2978833
##  [366,]  0.7082071
##  [367,]  0.4681599
##  [368,]  0.6115812
##  [369,]  1.2638161
##  [370,]  0.3232984
##  [371,]  0.4126466
##  [372,]  0.2581068
##  [373,]  0.7783955
##  [374,]  1.0290471
##  [375,]  0.3987312
##  [376,]  1.9064275
##  [377,]  0.3506095
##  [378,]  0.6582063
##  [379,]  1.8092944
##  [380,]  0.5606764
##  [381,]  0.3662839
##  [382,]  0.4902401
##  [383,]  2.0977013
##  [384,]  0.7670411
##  [385,]  5.3625462
##  [386,]  1.5844520
##  [387,]  0.7774550
##  [388,]  0.5610430
##  [389,]  0.2989792
##  [390,]  0.4715857
##  [391,]  5.0515810
##  [392,]  0.6943581
##  [393,]  0.4212768
##  [394,]  5.1951871
##  [395,]  0.9667427
##  [396,]  0.6502012
##  [397,]  0.3138517
##  [398,]  0.3611831
##  [399,]  0.5255529
##  [400,]  0.8629152
##  [401,]  2.0696179
##  [402,]  0.4942750
##  [403,]  2.0389056
##  [404,]  0.6331037
##  [405,]  0.4230478
##  [406,]  0.2731726
##  [407,]  0.2570571
##  [408,]  1.2277725
##  [409,]  0.9916483
##  [410,]  1.0590416
##  [411,]  1.3599850
##  [412,]  0.6224259
##  [413,]  0.6820776
##  [414,]  1.3474845
##  [415,]  0.4886271
##  [416,]  0.7181113
##  [417,]  1.2208316
##  [418,]  0.3379540
##  [419,]  0.6831245
##  [420,]  0.8942769
##  [421,]  0.4688685
##  [422,]  0.5576043
##  [423,]  0.5648806
##  [424,]  0.6969052
##  [425,]  0.5034473
##  [426,]  0.9464917
##  [427,]  1.7127891
##  [428,]  0.2728188
##  [429,]  0.5113336
##  [430,]  0.6897773
##  [431,]  0.4294672
##  [432,]  0.2401166
##  [433,]  0.4056023
##  [434,]  0.4997146
##  [435,]  1.5106307
##  [436,]  0.9626736
##  [437,]  0.9833695
##  [438,]  0.3665097
##  [439,]  0.8220806
##  [440,]  0.4073811
##  [441,]  0.2394205
##  [442,]  0.4794285
##  [443,]  0.2127057
##  [444,]  2.5018674
##  [445,]  0.2776818
##  [446,]  0.4567208
##  [447,]  0.5201630
##  [448,]  0.2503211
##  [449,]  0.4527839
##  [450,]  0.4626984
##  [451,]  0.3602660
##  [452,]  0.7189179
##  [453,]  0.4150678
##  [454,]  1.2235337
##  [455,]  0.5890826
##  [456,]  0.5036603
##  [457,]  0.7960307
##  [458,]  0.5914810
##  [459,]  0.1783629
##  [460,]  0.7068998
##  [461,]  0.5342271
##  [462,]  0.2176076
##  [463,]  1.1497412
##  [464,]  0.2661282
##  [465,]  0.6620541
##  [466,]  0.5042802
##  [467,]  0.5079265
##  [468,]  0.5845012
##  [469,]  1.8391262
##  [470,]  1.8495532
##  [471,]  2.1238915
##  [472,]  0.2952078
##  [473,]  0.5726263
##  [474,]  0.2456759
##  [475,]  0.7111395
##  [476,]  1.5718709
##  [477,]  0.6322520
##  [478,]  1.5228798
##  [479,]  0.6131840
##  [480,]  1.6847917
##  [481,]  0.5315895
##  [482,]  0.4044265
##  [483,] 20.3664444
##  [484,]  0.5185069
##  [485,]  0.8989937
##  [486,]  0.2262516
##  [487,]  1.3733344
##  [488,]  2.1537284
##  [489,]  0.4088484
##  [490,]  0.2783586
##  [491,]  1.1926692
##  [492,]  1.1144834
##  [493,]  0.4437069
##  [494,]  0.4461207
##  [495,]  3.3221828
##  [496,]  0.6696893
##  [497,]  2.0210719
##  [498,]  0.3775344
##  [499,]  1.7745769
##  [500,]  1.2756638
##  [501,]  1.2086973
##  [502,]  0.5959975
##  [503,]  4.6849556
##  [504,]  0.3106710
##  [505,]  0.6715192
##  [506,]  0.5879882
##  [507,]  0.4176054
##  [508,]  1.0970009
##  [509,]  0.4253821
##  [510,]  0.6881200
##  [511,]  0.8031561
##  [512,]  1.4919736
##  [513,]  0.9451877
##  [514,]  0.6647296
##  [515,]  0.6073690
##  [516,]  0.4456756
##  [517,]  0.6485653
##  [518,]  0.5423799
##  [519,]  0.7680819
##  [520,]  0.2657898
##  [521,]  0.3808073
##  [522,]  0.5170017
##  [523,]  0.5073610
##  [524,]  0.9122863
##  [525,]  1.4359260
##  [526,]  0.3505530
##  [527,]  1.0130994
##  [528,]  0.9850506
##  [529,]  0.4420198
##  [530,]  0.8018367
##  [531,]  0.5744574
##  [532,]  0.2128828
##  [533,]  0.8338979
##  [534,]  0.5277628
##  [535,]  0.6079995
##  [536,]  0.7405062
##  [537,]  1.6177061
##  [538,]  3.7218053
##  [539,]  0.5308373
##  [540,]  0.7015063
##  [541,]  0.5918373
##  [542,]  1.1140310
##  [543,]  0.8515747
##  [544,]  1.9432445
##  [545,]  0.3704201
##  [546,]  1.6353469
##  [547,]  4.2745641
##  [548,]  0.9547714
##  [549,]  0.5037376
##  [550,]  0.8010377
##  [551,]  0.5019586
##  [552,]  0.1866760
##  [553,]  1.5197865
##  [554,]  0.7246062
##  [555,]  1.0237175
##  [556,]  0.3785222
##  [557,]  1.1435922
##  [558,]  0.3237014
##  [559,]  0.3700318
##  [560,]  0.5564651
##  [561,]  1.7088660
##  [562,]  0.4273383
##  [563,]  0.5732700
##  [564,]  0.1482745
##  [565,]  0.5380566
##  [566,]  0.6159226
##  [567,]  0.5483343
##  [568,]  0.2531171
##  [569,]  0.4893447
##  [570,]  0.6395650
##  [571,]  3.0581516
##  [572,]  0.5515805
##  [573,]  0.4637678
##  [574,]  1.0711457
##  [575,]  0.9380741
##  [576,]  0.4889389
##  [577,]  0.4325991
##  [578,]  0.6799688
##  [579,]  0.6615229
##  [580,]  0.7625398
##  [581,]  1.4533354
##  [582,]  0.9194320
##  [583,]  0.9708790
##  [584,]  0.6006401
##  [585,]  0.8895589
##  [586,]  0.7552622
##  [587,]  1.5353748
##  [588,]  0.3455522
##  [589,]  1.3475538
##  [590,]  1.7442134
##  [591,]  0.8957500
##  [592,]  0.2313526
##  [593,]  0.8251429
##  [594,]  0.4586187
##  [595,]  0.5955457
##  [596,]  0.5552745
##  [597,]  0.2448799
##  [598,]  0.7886006
##  [599,]  0.3904435
##  [600,]  0.6414317
##  [601,]  0.7168026
##  [602,]  0.3613741
##  [603,]  0.8825557
##  [604,]  0.4288048
##  [605,]  0.4388208
##  [606,]  0.4884981
##  [607,]  0.3666449
##  [608,]  0.3684980
##  [609,]  0.2906033
##  [610,]  0.5884782
##  [611,]  1.1114209
##  [612,]  0.4582472
##  [613,]  1.2136026
##  [614,]  0.4040718
##  [615,]  0.9111750
##  [616,]  0.4028755
##  [617,]  0.7650544
##  [618,]  0.8155146
##  [619,]  0.5323616
##  [620,]  2.9668254
##  [621,]  0.2284499
##  [622,]  2.8182419
##  [623,]  0.3626230
##  [624,]  1.8830870
##  [625,]  0.3559419
##  [626,]  0.4501749
##  [627,]  4.9749651
##  [628,]  0.9047005
##  [629,]  0.4856642
##  [630,]  0.5547282
##  [631,]  0.3431232
##  [632,]  0.5124862
##  [633,]  0.6292460
##  [634,]  0.2972324
##  [635,]  0.5781103
##  [636,]  0.4388256
##  [637,]  0.3386426
##  [638,]  0.3076869
##  [639,]  1.5428934
##  [640,]  0.5040301
##  [641,]  0.5514776
##  [642,]  0.5756648
##  [643,]  0.4186715
##  [644,]  0.1491916
##  [645,]  0.5949255
##  [646,]  0.5048327
##  [647,]  1.8058799
##  [648,]  0.3428210
##  [649,]  0.4028509
##  [650,]  0.3628283
##  [651,]  2.1676708
##  [652,]  1.9019764
##  [653,]  1.4864959
##  [654,]  1.7905561
##  [655,]  0.3397881
##  [656,]  0.8923721
##  [657,]  0.8467672
##  [658,]  0.5123374
##  [659,]  0.5428108
##  [660,]  1.3336935
##  [661,]  0.3400955
##  [662,]  0.5687842
##  [663,]  1.1907523
##  [664,]  0.7088845
##  [665,]  0.5605213
##  [666,]  5.0134971
##  [667,]  2.0749953
##  [668,]  0.8055415
##  [669,]  0.5395369
##  [670,]  0.8193135
##  [671,]  0.6023206
##  [672,]  1.1416011
##  [673,]  0.4744668
##  [674,]  0.9622612
##  [675,]  1.3767534
##  [676,]  0.9388565
##  [677,]  1.0364647
##  [678,]  0.4065875
##  [679,]  0.1257411
##  [680,]  0.8258873
##  [681,]  1.1362252
##  [682,]  0.5105879
##  [683,]  0.5704065
##  [684,]  3.2150526
##  [685,]  1.9047231
##  [686,]  4.0986117
##  [687,]  0.5189558
##  [688,]  0.5914480
##  [689,]  0.6431407
##  [690,]  0.3721530
##  [691,]  0.8018313
##  [692,]  0.4736355
##  [693,]  0.5393828
##  [694,]  0.8100326
##  [695,]  0.8176475
##  [696,]  0.6418592
##  [697,]  0.5506812
##  [698,]  0.6583615
##  [699,]  0.3210642
##  [700,]  2.0051072
##  [701,]  2.1831770
##  [702,]  0.3136435
##  [703,]  0.7539326
##  [704,]  1.0222451
##  [705,]  0.8238499
##  [706,]  0.4775264
##  [707,]  0.9958631
##  [708,]  0.3755092
##  [709,]  0.3696748
##  [710,]  0.5402704
##  [711,]  0.7380688
##  [712,]  0.8282675
##  [713,]  1.1650919
##  [714,]  0.7259051
##  [715,]  0.7509320
##  [716,]  0.5838876
##  [717,]  0.5063632
##  [718,]  1.2120559
##  [719,]  2.0860002
##  [720,]  1.0933300
##  [721,]  1.0644909
##  [722,]  2.8578829
##  [723,]  0.3274199
##  [724,]  0.2882161
##  [725,]  1.6256126
##  [726,]  0.3578439
##  [727,]  0.4097471
##  [728,]  1.1959522
##  [729,]  0.6188901
##  [730,]  0.7050153
##  [731,]  0.9848072
##  [732,]  1.5821894
##  [733,]  0.7477110
##  [734,]  2.1104227
##  [735,]  0.3082775
##  [736,]  0.6161145
##  [737,]  0.6992197
##  [738,]  2.0451561
##  [739,]  0.6841652
##  [740,]  0.4794347
##  [741,]  1.8211087
##  [742,]  0.2918569
##  [743,]  0.3153149
##  [744,]  0.5164489
##  [745,]  0.6194822
##  [746,]  0.7325596
##  [747,]  1.5445159
##  [748,]  0.4207958
##  [749,]  1.0388953
##  [750,]  1.3046475
##  [751,]  1.0736899
##  [752,]  1.1348745
##  [753,]  0.3102185
##  [754,]  0.4525752
##  [755,]  0.7968074
##  [756,]  0.7743235
##  [757,]  2.4600693
##  [758,]  0.7007829
##  [759,]  0.5558201
##  [760,]  0.4786495
##  [761,]  0.6845786
##  [762,]  0.2492205
##  [763,]  0.4220675
##  [764,]  0.8076974
##  [765,]  0.4531877
##  [766,]  0.5310279
##  [767,]  0.6357446
##  [768,]  0.4385814
##  [769,]  0.7857893
##  [770,]  5.2491568
##  [771,]  1.0708986
##  [772,]  0.5115757
##  [773,]  0.7451225
##  [774,]  0.2626041
##  [775,]  0.6559951
##  [776,]  0.3787919
##  [777,]  0.8304218
##  [778,]  1.2652826
##  [779,]  0.4900550
##  [780,]  0.6164037
##  [781,]  3.8648559
##  [782,]  4.0707553
##  [783,]  0.4947572
##  [784,]  0.5356477
##  [785,]  0.3437824
##  [786,]  0.7244791
##  [787,]  0.4369944
##  [788,]  0.4671431
##  [789,]  0.3039183
##  [790,]  0.3358189
##  [791,]  0.6669398
##  [792,]  0.5719343
##  [793,]  3.1422014
##  [794,]  1.6202889
##  [795,]  0.4495921
##  [796,]  0.5666897
##  [797,]  0.7265382
##  [798,]  0.4956547
##  [799,]  1.0638634
##  [800,]  0.4928094
##  [801,]  0.7761579
##  [802,]  0.2624529
##  [803,]  0.9572547
##  [804,]  1.0202682
##  [805,]  0.6551455
##  [806,]  0.4417919
##  [807,]  0.3739341
##  [808,]  3.9051135
##  [809,]  0.5136513
##  [810,]  0.5126229
##  [811,]  0.5470247
##  [812,]  4.5302391
##  [813,]  0.4593008
##  [814,]  0.9039571
##  [815,]  0.8457956
##  [816,]  0.5032952
##  [817,]  0.5684981
##  [818,]  0.8159708
##  [819,]  0.6887788
##  [820,] 19.8364616
##  [821,]  0.7614711
##  [822,]  0.4338553
##  [823,]  0.6505638
##  [824,]  0.6358540
##  [825,]  1.8902898
##  [826,]  0.3898007
##  [827,]  0.5330188
##  [828,]  0.7524272
##  [829,]  1.1166159
##  [830,]  0.2432685
##  [831,]  0.3738210
##  [832,]  0.5751632
##  [833,]  0.4547795
##  [834,]  0.5813501
##  [835,]  0.3413965
##  [836,]  0.4854446
##  [837,]  1.0411321
##  [838,]  5.0164885
##  [839,]  0.5995884
##  [840,]  0.5246702
##  [841,]  0.3845106
##  [842,]  0.5386550
##  [843,]  0.4490821
##  [844,]  0.6313012
##  [845,]  0.5256554
##  [846,]  0.2417257
##  [847,]  0.4519322
##  [848,]  1.7680457
##  [849,]  0.7156580
##  [850,]  0.3500557
##  [851,]  1.1061304
##  [852,]  0.4789890
##  [853,]  0.4802615
##  [854,]  0.7186055
##  [855,]  0.4369581
##  [856,]  0.5372153
##  [857,]  0.5066554
##  [858,]  0.6452472
##  [859,]  0.7271776
##  [860,]  0.7437352
##  [861,]  2.9143316
##  [862,]  1.1729114
##  [863,]  1.0560789
##  [864,]  0.3382676
##  [865,]  0.5993330
##  [866,]  0.9466402
##  [867,]  0.5808450
##  [868,]  1.9350114
##  [869,]  0.6158828
##  [870,]  0.2508578
##  [871,]  0.6334941
##  [872,]  0.6092207
##  [873,]  0.3715311
##  [874,]  0.3165152
##  [875,]  0.4757894
##  [876,]  0.3806877
##  [877,]  0.5157908
##  [878,]  0.9719044
##  [879,]  0.4480105
##  [880,]  0.6775991
##  [881,]  0.7644405
##  [882,]  0.8531243
##  [883,]  0.5561124
##  [884,]  0.5644381
##  [885,]  0.6226595
##  [886,]  2.0229664
##  [887,]  0.7654332
##  [888,]  0.7694914
##  [889,]  0.5468361
##  [890,]  5.1088608
##  [891,]  0.4080462
##  [892,]  0.5442055
##  [893,]  0.3890264
##  [894,]  0.7319935
##  [895,]  0.6550520
##  [896,]  0.2827370
##  [897,]  0.4231513
##  [898,]  0.9049555
##  [899,]  0.3228390
##  [900,]  1.0132575
##  [901,]  0.4018667
##  [902,]  0.3360564
##  [903,]  1.2322635
##  [904,]  1.0042062
##  [905,]  0.3577795
##  [906,]  0.6659979
##  [907,]  0.3748289
##  [908,]  3.6852356
##  [909,]  0.3829035
##  [910,]  0.4359691
##  [911,]  0.5641597
##  [912,]  0.9079590
##  [913,]  1.0691287
##  [914,]  0.4525500
##  [915,]  1.7378835
##  [916,]  0.4378977
##  [917,]  0.9406879
##  [918,]  0.6586358
##  [919,]  0.4970465
##  [920,]  0.6542490
##  [921,]  0.6965970
##  [922,]  0.1664226
##  [923,]  0.4709393
##  [924,]  0.2198730
##  [925,]  0.3925332
##  [926,]  0.5525800
##  [927,]  0.7282089
##  [928,]  0.6422460
##  [929,]  0.5938770
##  [930,]  0.4291547
##  [931,]  2.0628395
##  [932,]  2.1897861
##  [933,]  0.2868435
##  [934,]  4.5978631
##  [935,]  0.4975418
##  [936,]  0.5618007
##  [937,]  0.6231222
##  [938,]  0.2823829
##  [939,]  0.2409630
##  [940,]  0.5962522
##  [941,]  0.7202246
##  [942,]  0.3254088
##  [943,]  0.3220513
##  [944,]  0.4484416
##  [945,]  0.5793062
##  [946,]  0.1978773
##  [947,]  0.3180758
##  [948,]  0.8830627
##  [949,]  0.7883133
##  [950,] 20.3995281
##  [951,]  1.2741851
##  [952,]  0.3900839
##  [953,]  0.5760857
##  [954,]  0.3735264
##  [955,]  0.7361658
##  [956,]  1.0741795
##  [957,]  0.7372828
##  [958,]  1.2890718
##  [959,]  0.5268962
##  [960,]  0.5541308
##  [961,]  0.6261277
##  [962,] 20.7209942
##  [963,]  0.3338425
##  [964,]  0.3452600
##  [965,]  0.8881906
##  [966,]  0.4672629
##  [967,]  0.7937467
##  [968,]  0.6258830
##  [969,]  0.8897207
##  [970,]  0.4620147
##  [971,]  0.6312951
##  [972,]  0.4155152
##  [973,]  0.3920615
##  [974,]  0.4428217
##  [975,]  0.5360736
##  [976,]  0.5011028
##  [977,]  0.2441597
##  [978,]  2.1747117
##  [979,]  0.4345324
##  [980,]  0.3262244
##  [981,]  0.2493740
##  [982,]  0.5519952
##  [983,]  0.9679202
##  [984,]  0.5546116
##  [985,]  0.4397743
##  [986,]  0.2089786
##  [987,]  5.4719217
##  [988,]  5.1110090
##  [989,]  0.5733265
##  [990,]  0.6069490
##  [991,]  0.2790164
##  [992,]  0.1517748
##  [993,]  0.4584987
##  [994,]  0.5706488
##  [995,]  1.0301015
##  [996,]  1.1034501
##  [997,]  3.8535187
##  [998,]  2.0509760
##  [999,]  0.6192307
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## per_comm_orient ~ demo$ethnicity
## attr(,"variables")
## list(per_comm_orient, demo$ethnicity)
## attr(,"factors")
##                 demo$ethnicity
## per_comm_orient              0
## demo$ethnicity               1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Personal Communal Orientation across ethnicity.

Science Community Orientation

Now, Competency in Science:

Well crap, something is broke there. Let’s try running a different form of MDS, giving us a similar analysis in a different way. We can interpret this data similarly to how we did before:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                 Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)  
## demo$ethnicity   9    0.2580 0.028667  2.0174 0.05671  0.075 .
## Residuals      302    4.2913 0.014210         0.94329         
## Total          311    4.5493                  1.00000         
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = sci_comm_orient ~ demo$ethnicity)
## 
## $coefficients
##                 sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept)            5.2261800       5.39064237       5.34448406
## demo$ethnicity1       -0.4261800      -0.59064237      -0.74448406
## demo$ethnicity2        0.5238200       0.10935763       0.90551594
## demo$ethnicity3        0.7738200       0.60935763       0.65551594
## demo$ethnicity4       -0.1150689      -0.16842014      -0.12226184
## demo$ethnicity5        0.1071533       0.38713541       0.43329371
## demo$ethnicity6        0.1267612       0.02112234       0.06728064
## demo$ethnicity7       -0.2261800      -0.39064237      -1.34448406
## demo$ethnicity8       -0.8928467       0.27602430       0.32218260
## demo$ethnicity9        0.2738200      -0.14064237      -0.09448406
##                 sci_comm_orient4 sci_comm_orient_ave
## (Intercept)            5.4503908          5.35292430
## demo$ethnicity1       -0.6503908         -0.60292430
## demo$ethnicity2        0.5496092          0.52207570
## demo$ethnicity3        0.5496092          0.64707570
## demo$ethnicity4       -0.1170574         -0.13070208
## demo$ethnicity5        0.3273870          0.31374237
## demo$ethnicity6        0.0790210          0.07354629
## demo$ethnicity7       -0.4503908         -0.60292430
## demo$ethnicity8        0.2162759         -0.01959097
## demo$ethnicity9       -0.2003908         -0.04042430
## 
## $coef.sites
##                             1            2             3            4
## (Intercept)      0.0917075301  0.110002963  0.0917075301  0.299647787
## demo$ethnicity1  0.1767914128  0.178812098  0.1767914128  0.163209355
## demo$ethnicity2  0.0211327511  0.015322843  0.0211327511  0.015048104
## demo$ethnicity3 -0.0007984392  0.006276106 -0.0007984392  0.033685546
## demo$ethnicity4 -0.0228038020 -0.021100426 -0.0228038020 -0.039570827
## demo$ethnicity5 -0.0262540632 -0.024802952 -0.0262540632  0.004969154
## demo$ethnicity6 -0.0125541045 -0.011710216 -0.0125541045 -0.018904348
## demo$ethnicity7 -0.0660665045 -0.067897700 -0.0660665045 -0.073841336
## demo$ethnicity8 -0.0343053747 -0.039709923 -0.0343053747 -0.020643458
## demo$ethnicity9 -0.0259827144 -0.020453172 -0.0259827144 -0.027377672
##                             5           6            7            8
## (Intercept)      0.0917075301  0.09049159  0.129698607  0.078840783
## demo$ethnicity1  0.1767914128  0.15859932  0.121595511  0.125414536
## demo$ethnicity2  0.0211327511  0.01033661 -0.038502984 -0.011451974
## demo$ethnicity3 -0.0007984392 -0.02382493 -0.070875077 -0.078840783
## demo$ethnicity4 -0.0228038020 -0.01734667  0.004760814 -0.002058778
## demo$ethnicity5 -0.0262540632 -0.02607284 -0.040102982 -0.034681537
## demo$ethnicity6 -0.0125541045 -0.01490908 -0.014069474 -0.016116435
## demo$ethnicity7 -0.0660665045 -0.04049159  0.044214437  0.037438287
## demo$ethnicity8 -0.0343053747 -0.01699355 -0.011719883 -0.019223332
## demo$ethnicity9 -0.0259827144 -0.02474491 -0.006234618 -0.013430583
##                             9          10          11           12
## (Intercept)      0.0971087866  0.11905248  0.10283104  0.078840783
## demo$ethnicity1  0.1234694447  0.16976258  0.16566790  0.125414536
## demo$ethnicity2 -0.0143349078  0.01738444  0.01000924 -0.011451974
## demo$ethnicity3 -0.0767006233 -0.00277341 -0.01192195 -0.078840783
## demo$ethnicity4 -0.0002603114 -0.01214424 -0.01636633 -0.002058778
## demo$ethnicity5 -0.0371517031 -0.02027966 -0.02870032 -0.034681537
## demo$ethnicity6 -0.0165871494 -0.01103652 -0.01190385 -0.016116435
## demo$ethnicity7  0.0392548498 -0.07694722 -0.03616437  0.037438287
## demo$ethnicity8 -0.0171973534 -0.03508423 -0.04510368 -0.019223332
## demo$ethnicity9 -0.0115078796 -0.01924628 -0.01629541 -0.013430583
##                            13            14          15           16
## (Intercept)      0.0917075301  0.0917075301  0.08695890  0.110002963
## demo$ethnicity1  0.1767914128  0.1767914128  0.16940473  0.178812098
## demo$ethnicity2  0.0211327511  0.0211327511  0.01386930  0.015322843
## demo$ethnicity3 -0.0007984392 -0.0007984392 -0.02029224  0.006276106
## demo$ethnicity4 -0.0228038020 -0.0228038020 -0.01804679 -0.021100426
## demo$ethnicity5 -0.0262540632 -0.0262540632 -0.03071492 -0.024802952
## demo$ethnicity6 -0.0125541045 -0.0125541045 -0.01346077 -0.011710216
## demo$ethnicity7 -0.0660665045 -0.0660665045 -0.03695890 -0.067897700
## demo$ethnicity8 -0.0343053747 -0.0343053747 -0.03828048 -0.039709923
## demo$ethnicity9 -0.0259827144 -0.0259827144 -0.02121222 -0.020453172
##                           17          18           19          20            21
## (Intercept)      0.078840783  0.08628419  0.078840783  0.09444492  1.381203e-01
## demo$ethnicity1  0.125414536  0.16280672  0.125414536  0.15464599  1.349750e-01
## demo$ethnicity2 -0.011451974  0.01454401 -0.011451974  0.01690960 -3.117671e-02
## demo$ethnicity3 -0.078840783 -0.01961752 -0.078840783 -0.02777825 -5.240597e-02
## demo$ethnicity4 -0.002058778 -0.01717967 -0.002058778 -0.01243551 -1.749918e-05
## demo$ethnicity5 -0.034681537 -0.03013864 -0.034681537 -0.02528608 -4.109291e-02
## demo$ethnicity6 -0.016116435 -0.01278606 -0.016116435 -0.01394241 -1.233573e-02
## demo$ethnicity7  0.037438287 -0.03628419  0.037438287 -0.04444492  3.460701e-02
## demo$ethnicity8 -0.019223332 -0.03760577 -0.019223332 -0.03275837 -3.524586e-02
## demo$ethnicity9 -0.013430583 -0.02053750 -0.013430583 -0.01894214 -1.453594e-03
##                            22           23           24            25    26
## (Intercept)      0.0917075301  0.123742567  0.082126236  0.0917075301  0.98
## demo$ethnicity1  0.1767914128  0.172691542  0.155516277  0.1767914128 -0.18
## demo$ethnicity2  0.0211327511  0.012694350  0.007138149  0.0211327511  0.02
## demo$ethnicity3 -0.0007984392 -0.007463497 -0.038647975 -0.0007984392  0.02
## demo$ethnicity4 -0.0228038020 -0.017045972 -0.015145803 -0.0228038020  0.02
## demo$ethnicity5 -0.0262540632 -0.024861343 -0.033687045 -0.0262540632  0.02
## demo$ethnicity6 -0.0125541045 -0.015917391 -0.014638040 -0.0125541045  0.02
## demo$ethnicity7 -0.0660665045 -0.039532040 -0.008955504 -0.0660665045  0.02
## demo$ethnicity8 -0.0343053747 -0.039774313 -0.038690774 -0.0343053747  0.02
## demo$ethnicity9 -0.0259827144 -0.023936365 -0.016431061 -0.0259827144  0.02
##                            27           28           29          30
## (Intercept)      0.0917075301  0.175051504  0.078840783  0.12967159
## demo$ethnicity1  0.1767914128  0.180845932  0.125414536  0.18043294
## demo$ethnicity2  0.0211327511  0.018122763 -0.011451974  0.03149724
## demo$ethnicity3 -0.0007984392  0.024948496 -0.078840783  0.01318555
## demo$ethnicity4 -0.0228038020 -0.020126616 -0.002058778 -0.01981315
## demo$ethnicity5 -0.0262540632 -0.005589682 -0.034681537 -0.01296631
## demo$ethnicity6 -0.0125541045 -0.022918068 -0.016116435 -0.01635680
## demo$ethnicity7 -0.0660665045 -0.089337219  0.037438287 -0.10264457
## demo$ethnicity8 -0.0343053747 -0.018725948 -0.019223332 -0.01848587
## demo$ethnicity9 -0.0259827144 -0.039697969 -0.013430583 -0.03794227
##                           31            32           33            34
## (Intercept)      0.078840783  7.803425e-02  0.264843514  7.803425e-02
## demo$ethnicity1  0.125414536  1.416882e-01  0.169090420  1.416882e-01
## demo$ethnicity2 -0.011451974  9.102299e-05  0.013647477  9.102299e-05
## demo$ethnicity3 -0.078840783 -5.675765e-02  0.032453783 -5.675765e-02
## demo$ethnicity4 -0.002058778 -8.915861e-03 -0.033178980 -8.915861e-03
## demo$ethnicity5 -0.034681537 -3.619957e-02  0.003126247 -3.619957e-02
## demo$ethnicity6 -0.016116435 -1.420790e-02 -0.021129920 -1.420790e-02
## demo$ethnicity7  0.037438287  1.720385e-02 -0.077343514  1.720385e-02
## demo$ethnicity8 -0.019223332 -3.962692e-02 -0.023112479 -3.962692e-02
## demo$ethnicity9 -0.013430583 -1.245409e-02 -0.029831229 -1.245409e-02
##                           35            36            37           38
## (Intercept)      0.078840783  0.0971087866  7.803425e-02  0.078840783
## demo$ethnicity1  0.125414536  0.1234694447  1.416882e-01  0.125414536
## demo$ethnicity2 -0.011451974 -0.0143349078  9.102299e-05 -0.011451974
## demo$ethnicity3 -0.078840783 -0.0767006233 -5.675765e-02 -0.078840783
## demo$ethnicity4 -0.002058778 -0.0002603114 -8.915861e-03 -0.002058778
## demo$ethnicity5 -0.034681537 -0.0371517031 -3.619957e-02 -0.034681537
## demo$ethnicity6 -0.016116435 -0.0165871494 -1.420790e-02 -0.016116435
## demo$ethnicity7  0.037438287  0.0392548498  1.720385e-02  0.037438287
## demo$ethnicity8 -0.019223332 -0.0171973534 -3.962692e-02 -0.019223332
## demo$ethnicity9 -0.013430583 -0.0115078796 -1.245409e-02 -0.013430583
##                           39            40           41           42
## (Intercept)      0.110002963  0.0917075301  0.078840783  0.078840783
## demo$ethnicity1  0.178812098  0.1767914128  0.125414536  0.125414536
## demo$ethnicity2  0.015322843  0.0211327511 -0.011451974 -0.011451974
## demo$ethnicity3  0.006276106 -0.0007984392 -0.078840783 -0.078840783
## demo$ethnicity4 -0.021100426 -0.0228038020 -0.002058778 -0.002058778
## demo$ethnicity5 -0.024802952 -0.0262540632 -0.034681537 -0.034681537
## demo$ethnicity6 -0.011710216 -0.0125541045 -0.016116435 -0.016116435
## demo$ethnicity7 -0.067897700 -0.0660665045  0.037438287  0.037438287
## demo$ethnicity8 -0.039709923 -0.0343053747 -0.019223332 -0.019223332
## demo$ethnicity9 -0.020453172 -0.0259827144 -0.013430583 -0.013430583
##                          43           44           45           46           47
## (Intercept)      0.09049159  0.145028664  0.232024493  0.299647787  0.153792083
## demo$ethnicity1  0.15859932  0.172880744  0.174518892  0.163209355  0.178646941
## demo$ethnicity2  0.01033661  0.004711596  0.012226822  0.015048104 -0.001965393
## demo$ethnicity3 -0.02382493 -0.002171521  0.031133402  0.033685546  0.016939624
## demo$ethnicity4 -0.01734667 -0.016919043 -0.027283768 -0.039570827 -0.021951451
## demo$ethnicity5 -0.02607284 -0.019086611  0.001308625  0.004969154 -0.013839553
## demo$ethnicity6 -0.01490908 -0.021997271 -0.023240471 -0.018904348 -0.018984007
## demo$ethnicity7 -0.04049159 -0.031515151 -0.080509342 -0.073841336 -0.053792083
## demo$ethnicity8 -0.01699355 -0.033483071 -0.025453216 -0.020643458 -0.041677337
## demo$ethnicity9 -0.02474491 -0.031344454 -0.032134350 -0.027377672 -0.024626548
##                          48            49            50           51
## (Intercept)      0.13210176  0.0917075301  0.0917075301  0.078840783
## demo$ethnicity1  0.17800277  0.1767914128  0.1767914128  0.125414536
## demo$ethnicity2  0.01763850  0.0211327511  0.0211327511 -0.011451974
## demo$ethnicity3  0.01075538 -0.0007984392 -0.0007984392 -0.078840783
## demo$ethnicity4 -0.02224331 -0.0228038020 -0.0228038020 -0.002058778
## demo$ethnicity5 -0.02020128 -0.0262540632 -0.0262540632 -0.034681537
## demo$ethnicity6 -0.01637369 -0.0125541045 -0.0125541045 -0.016116435
## demo$ethnicity7 -0.06183149 -0.0660665045 -0.0660665045  0.037438287
## demo$ethnicity8 -0.03459125 -0.0343053747 -0.0343053747 -0.019223332
## demo$ethnicity9 -0.02894387 -0.0259827144 -0.0259827144 -0.013430583
##                          52           53           54           55           56
## (Intercept)      0.09049159  0.130924662  0.078840783  0.145324271  0.078840783
## demo$ethnicity1  0.15859932  0.179179868  0.125414536  0.120437419  0.125414536
## demo$ethnicity2  0.01033661  0.007387026 -0.011451974 -0.051177677 -0.011451974
## demo$ethnicity3 -0.02382493  0.011932481 -0.078840783 -0.068401194 -0.078840783
## demo$ethnicity4 -0.01734667 -0.021066213 -0.002058778  0.006783752 -0.002058778
## demo$ethnicity5 -0.02607284 -0.019024181 -0.034681537 -0.037768333 -0.034681537
## demo$ethnicity6 -0.01490908 -0.017673375 -0.016116435 -0.013640165 -0.016116435
## demo$ethnicity7 -0.04049159 -0.060654392  0.037438287  0.046165091  0.037438287
## demo$ethnicity8 -0.01699355 -0.033414156 -0.019223332 -0.009469929 -0.019223332
## demo$ethnicity9 -0.02474491 -0.027766767 -0.013430583 -0.004084955 -0.013430583
##                           57           58            59           60
## (Intercept)      0.175850645  0.154232327  7.803425e-02  0.118063881
## demo$ethnicity1  0.180046790  0.178206698  1.416882e-01  0.159633089
## demo$ethnicity2  0.017323622  0.009359069  9.102299e-05  0.002179524
## demo$ethnicity3  0.024149355  0.016499381 -5.675765e-02 -0.015841659
## demo$ethnicity4 -0.020925757 -0.022391695 -8.915861e-03 -0.011799221
## demo$ethnicity5 -0.006388823 -0.014279796 -3.619957e-02 -0.016901509
## demo$ethnicity6 -0.018334664 -0.022113326 -1.420790e-02 -0.014215639
## demo$ethnicity7 -0.090136360 -0.054232327  1.720385e-02 -0.068063881
## demo$ethnicity8 -0.033939504 -0.028082493 -3.962692e-02 -0.006738079
## demo$ethnicity9 -0.028375898 -0.036831497 -1.245409e-02 -0.024783322
##                           61           62          63           64           65
## (Intercept)      0.081466280  0.095798024  0.13166998  0.129698607  0.078840783
## demo$ethnicity1  0.149065121  0.124780208  0.17843455  0.121595511  0.125414536
## demo$ethnicity2  0.007798105 -0.028559590  0.00664171 -0.038502984 -0.011451974
## demo$ethnicity3 -0.037988019 -0.075389860  0.01118716 -0.070875077 -0.078840783
## demo$ethnicity4 -0.014302098  0.001050452 -0.02181153  0.004760814 -0.002058778
## demo$ethnicity5 -0.033121052 -0.035840940 -0.01976950 -0.040102982 -0.034681537
## demo$ethnicity6 -0.013978084 -0.013466432 -0.01332753 -0.014069474 -0.016116435
## demo$ethnicity7 -0.008295548  0.040565613 -0.06139971  0.044214437  0.037438287
## demo$ethnicity8 -0.038030818 -0.015886590 -0.04783469 -0.011719883 -0.019223332
## demo$ethnicity9 -0.015771105 -0.010197116 -0.01708351 -0.006234618 -0.013430583
##                          66           67          68           69           70
## (Intercept)      0.10760438  0.078840783  0.08584036  0.078840783  0.078840783
## demo$ethnicity1  0.16089456  0.125414536  0.16325055  0.125414536  0.125414536
## demo$ethnicity2  0.00523590 -0.011451974  0.01498784 -0.011451974 -0.011451974
## demo$ethnicity3 -0.01669529 -0.078840783 -0.01917369 -0.078840783 -0.078840783
## demo$ethnicity4 -0.01700531 -0.002058778 -0.02096865 -0.002058778 -0.002058778
## demo$ethnicity5 -0.02044485 -0.034681537 -0.02959638 -0.034681537 -0.034681537
## demo$ethnicity6 -0.01937552 -0.016116435 -0.01458313 -0.016116435 -0.016116435
## demo$ethnicity7 -0.04093771  0.037438287 -0.03584036  0.037438287  0.037438287
## demo$ethnicity8 -0.01145766 -0.019223332 -0.03716194 -0.019223332 -0.019223332
## demo$ethnicity9 -0.03187957 -0.013430583 -0.02009368 -0.013430583 -0.013430583
##                           71            72           73           74
## (Intercept)      0.078840783  0.0917075301  0.145324271  0.179638882
## demo$ethnicity1  0.125414536  0.1767914128  0.120437419  0.176258553
## demo$ethnicity2 -0.011451974  0.0211327511 -0.051177677  0.025656597
## demo$ethnicity3 -0.078840783 -0.0007984392 -0.068401194  0.020361118
## demo$ethnicity4 -0.002058778 -0.0228038020  0.006783752 -0.024713994
## demo$ethnicity5 -0.034681537 -0.0262540632 -0.037768333 -0.005097695
## demo$ethnicity6 -0.016116435 -0.0125541045 -0.013640165 -0.021433340
## demo$ethnicity7  0.037438287 -0.0660665045  0.046165091 -0.093924597
## demo$ethnicity8 -0.019223332 -0.0343053747 -0.009469929 -0.008898912
## demo$ethnicity9 -0.013430583 -0.0259827144 -0.004084955 -0.044285347
##                           75           76           77           78
## (Intercept)      0.145324271  0.107638568  0.078840783  0.078840783
## demo$ethnicity1  0.120437419  0.181176493  0.125414536  0.125414536
## demo$ethnicity2 -0.051177677  0.028798349 -0.011451974 -0.011451974
## demo$ethnicity3 -0.068401194  0.008640502 -0.078840783 -0.078840783
## demo$ethnicity4  0.006783752 -0.018736031 -0.002058778 -0.002058778
## demo$ethnicity5 -0.037768333 -0.017760194 -0.034681537 -0.034681537
## demo$ethnicity6 -0.013640165 -0.011698762 -0.016116435 -0.016116435
## demo$ethnicity7  0.046165091 -0.107638568  0.037438287  0.037438287
## demo$ethnicity8 -0.009469929 -0.024012194 -0.019223332 -0.019223332
## demo$ethnicity9 -0.004084955 -0.029199888 -0.013430583 -0.013430583
##                           79           80           81            82
## (Intercept)      0.129306869  0.078840783  0.078840783  7.803425e-02
## demo$ethnicity1  0.121987248  0.125414536  0.125414536  1.416882e-01
## demo$ethnicity2 -0.045658417 -0.011451974 -0.011451974  9.102299e-05
## demo$ethnicity3 -0.070483340 -0.078840783 -0.078840783 -5.675765e-02
## demo$ethnicity4  0.005152551 -0.002058778 -0.002058778 -8.915861e-03
## demo$ethnicity5 -0.036419064 -0.034681537 -0.034681537 -3.619957e-02
## demo$ethnicity6 -0.013677737 -0.016116435 -0.016116435 -1.420790e-02
## demo$ethnicity7  0.044606174  0.037438287  0.037438287  1.720385e-02
## demo$ethnicity8 -0.011328146 -0.019223332 -0.019223332 -3.962692e-02
## demo$ethnicity9 -0.005842880 -0.013430583 -0.013430583 -1.245409e-02
##                            83          84           85          86           87
## (Intercept)      7.803425e-02  0.10283104  0.103521190  0.08628419  0.113607469
## demo$ethnicity1  1.416882e-01  0.16566790  0.172419613  0.16280672  0.133229266
## demo$ethnicity2  9.102299e-05  0.01000924  0.009319091  0.01454401 -0.038205770
## demo$ethnicity3 -5.675765e-02 -0.01192195 -0.012612099 -0.01961752 -0.060546244
## demo$ethnicity4 -8.915861e-03 -0.01636633 -0.017258163 -0.01717967  0.001769384
## demo$ethnicity5 -3.619957e-02 -0.02870032 -0.029287235 -0.03013864 -0.031861018
## demo$ethnicity6 -1.420790e-02 -0.01190385 -0.012593997 -0.01278606 -0.011777643
## demo$ethnicity7  1.720385e-02 -0.03616437 -0.036854523 -0.03628419  0.022756168
## demo$ethnicity8 -3.962692e-02 -0.04510368 -0.045793831 -0.03760577 -0.010990722
## demo$ethnicity9 -1.245409e-02 -0.01629541 -0.016985564 -0.02053750 -0.011680031
##                           88           89           90           91          92
## (Intercept)      0.092711156  0.130924662  0.081409589  0.078840783  0.13210176
## demo$ethnicity1  0.144931356  0.179179868  0.131356369  0.125414536  0.17800277
## demo$ethnicity2 -0.003446772  0.007387026 -0.003284317 -0.011451974  0.01763850
## demo$ethnicity3 -0.049232895  0.011932481 -0.060132993 -0.078840783  0.01075538
## demo$ethnicity4 -0.008996382 -0.021066213 -0.008250797 -0.002058778 -0.02224331
## demo$ethnicity5 -0.035998757 -0.019024181 -0.031759560 -0.034681537 -0.02020128
## demo$ethnicity6 -0.014010662 -0.017673375 -0.015586954 -0.016116435 -0.01637369
## demo$ethnicity7  0.019483966 -0.060654392  0.013828507  0.037438287 -0.06183149
## demo$ethnicity8 -0.048980382 -0.033414156 -0.019286844 -0.019223332 -0.03459125
## demo$ethnicity9 -0.007235762 -0.027766767 -0.015829430 -0.013430583 -0.02894387
##                            93          94            95            96
## (Intercept)      0.0917075301  0.10510111  0.0917075301  0.0917075301
## demo$ethnicity1  0.1767914128  0.17083969  0.1767914128  0.1767914128
## demo$ethnicity2  0.0211327511  0.01854998  0.0211327511  0.0211327511
## demo$ethnicity3 -0.0007984392 -0.01419202 -0.0007984392 -0.0007984392
## demo$ethnicity4 -0.0228038020 -0.01883809 -0.0228038020 -0.0228038020
## demo$ethnicity5 -0.0262540632 -0.02630875 -0.0262540632 -0.0262540632
## demo$ethnicity6 -0.0125541045 -0.01665070 -0.0125541045 -0.0125541045
## demo$ethnicity7 -0.0660665045 -0.03843445 -0.0660665045 -0.0660665045
## demo$ethnicity8 -0.0343053747 -0.03436562 -0.0343053747 -0.0343053747
## demo$ethnicity9 -0.0259827144 -0.02937630 -0.0259827144 -0.0259827144
##                           97          98           99          100          101
## (Intercept)      0.078840783  0.08695890  0.110002963  0.204345430  0.078840783
## demo$ethnicity1  0.125414536  0.16940473  0.178812098  0.176221371  0.125414536
## demo$ethnicity2 -0.011451974  0.01386930  0.015322843  0.019973619 -0.011451974
## demo$ethnicity3 -0.078840783 -0.02029224  0.006276106  0.026423800 -0.078840783
## demo$ethnicity4 -0.002058778 -0.01804679 -0.021100426 -0.025151006 -0.002058778
## demo$ethnicity5 -0.034681537 -0.03071492 -0.024802952 -0.003800058 -0.034681537
## demo$ethnicity6 -0.016116435 -0.01346077 -0.011710216 -0.022291592 -0.016116435
## demo$ethnicity7  0.037438287 -0.03695890 -0.067897700 -0.086698372  0.037438287
## demo$ethnicity8 -0.019223332 -0.03828048 -0.039709923 -0.016180574 -0.019223332
## demo$ethnicity9 -0.013430583 -0.02121222 -0.020453172 -0.037621529 -0.013430583
##                          102         103           104          105
## (Intercept)      0.078840783  0.08695890  0.0917075301  0.085578457
## demo$ethnicity1  0.125414536  0.16940473  0.1767914128  0.144952944
## demo$ethnicity2 -0.011451974  0.01386930  0.0211327511  0.003685927
## demo$ethnicity3 -0.078840783 -0.02029224 -0.0007984392 -0.042100197
## demo$ethnicity4 -0.002058778 -0.01804679 -0.0228038020 -0.014463658
## demo$ethnicity5 -0.034681537 -0.03071492 -0.0262540632 -0.029148245
## demo$ethnicity6 -0.016116435 -0.01346077 -0.0125541045 -0.016050873
## demo$ethnicity7  0.037438287 -0.03695890 -0.0660665045 -0.012407726
## demo$ethnicity8 -0.019223332 -0.03828048 -0.0343053747 -0.017888043
## demo$ethnicity9 -0.013430583 -0.02121222 -0.0259827144 -0.019883283
##                          106         107           108          109         110
## (Intercept)      0.107638568  0.10355618  0.1270233404  0.081409589  0.10355618
## demo$ethnicity1  0.181176493  0.15280746  0.1349521698  0.131356369  0.15280746
## demo$ethnicity2  0.028798349  0.00779834 -0.0290489927 -0.003284317  0.00779834
## demo$ethnicity3  0.008640502 -0.03688951 -0.0550233404 -0.060132993 -0.03688951
## demo$ethnicity4 -0.018736031 -0.01346596 -0.0002279386 -0.008250797 -0.01346596
## demo$ethnicity5 -0.017760194 -0.02612413 -0.0412678888 -0.031759560 -0.02612413
## demo$ethnicity6 -0.011698762 -0.01890077 -0.0124653550 -0.015586954 -0.01890077
## demo$ethnicity7 -0.107638568 -0.01355618  0.0285322152  0.013828507 -0.01355618
## demo$ethnicity8 -0.024012194 -0.01705000 -0.0276759234 -0.019286844 -0.01705000
## demo$ethnicity9 -0.029199888 -0.02805340 -0.0060890634 -0.015829430 -0.02805340
##                          111           112          113          114
## (Intercept)      0.078840783  0.0917075301  0.151732633  0.175051504
## demo$ethnicity1  0.125414536  0.1767914128  0.180706392  0.180845932
## demo$ethnicity2 -0.011451974  0.0211327511  0.023623469  0.018122763
## demo$ethnicity3 -0.078840783 -0.0007984392  0.018999075  0.024948496
## demo$ethnicity4 -0.002058778 -0.0228038020 -0.019892001 -0.020126616
## demo$ethnicity5 -0.034681537 -0.0262540632 -0.006841831 -0.005589682
## demo$ethnicity6 -0.016116435 -0.0125541045 -0.022090412 -0.022918068
## demo$ethnicity7  0.037438287 -0.0660665045 -0.096177077 -0.089337219
## demo$ethnicity8 -0.019223332 -0.0343053747 -0.011547711 -0.018725948
## demo$ethnicity9 -0.013430583 -0.0259827144 -0.046096509 -0.039697969
##                           115           116          117          118
## (Intercept)      0.2009856560  0.0917075301  0.078840783  0.111622346
## demo$ethnicity1  0.1795811456  0.1767914128  0.125414536  0.177192715
## demo$ethnicity2  0.0108333938  0.0211327511 -0.011451974  0.024814571
## demo$ethnicity3  0.0297835748 -0.0007984392 -0.078840783  0.004656724
## demo$ethnicity4 -0.0217912312 -0.0228038020 -0.002058778 -0.022719809
## demo$ethnicity5 -0.0004402836 -0.0262540632 -0.034681537 -0.021743971
## demo$ethnicity6 -0.0252063270 -0.0125541045 -0.016116435 -0.015873318
## demo$ethnicity7 -0.0833385972 -0.0660665045  0.037438287 -0.069517083
## demo$ethnicity8 -0.0276356142 -0.0343053747 -0.019223332 -0.027995972
## demo$ethnicity9 -0.0342617549 -0.0259827144 -0.013430583 -0.033183666
##                           119           120          121           122
## (Intercept)      0.2684409432  0.0917075301  0.078840783  0.0917075301
## demo$ethnicity1  0.1654929907  0.1767914128  0.125414536  0.1767914128
## demo$ethnicity2  0.0233833811  0.0211327511 -0.011451974  0.0211327511
## demo$ethnicity3  0.0288563541 -0.0007984392 -0.078840783 -0.0007984392
## demo$ethnicity4 -0.0367764088 -0.0228038020 -0.002058778 -0.0228038020
## demo$ethnicity5 -0.0004711814 -0.0262540632 -0.034681537 -0.0262540632
## demo$ethnicity6 -0.0180046599 -0.0125541045 -0.016116435 -0.0125541045
## demo$ethnicity7 -0.0809409432 -0.0660665045  0.037438287 -0.0660665045
## demo$ethnicity8 -0.0110236329 -0.0343053747 -0.019223332 -0.0343053747
## demo$ethnicity9 -0.0334286582 -0.0259827144 -0.013430583 -0.0259827144
##                          123           124          125          126
## (Intercept)      0.078840783  0.2009856560  0.109344515  0.078840783
## demo$ethnicity1  0.125414536  0.1795811456  0.147019121  0.125414536
## demo$ethnicity2 -0.011451974  0.0108333938 -0.008516314 -0.011451974
## demo$ethnicity3 -0.078840783  0.0297835748 -0.042677848 -0.078840783
## demo$ethnicity4 -0.002058778 -0.0217912312 -0.010389811 -0.002058778
## demo$ethnicity5 -0.034681537 -0.0004402836 -0.031616830 -0.034681537
## demo$ethnicity6 -0.016116435 -0.0252063270 -0.015114940 -0.016116435
## demo$ethnicity7  0.037438287 -0.0833385972  0.020655485  0.037438287
## demo$ethnicity8 -0.019223332 -0.0276356142 -0.060046658 -0.019223332
## demo$ethnicity9 -0.013430583 -0.0342617549 -0.003033004 -0.013430583
##                          127          128         129          130          131
## (Intercept)      0.129698607  0.691638066  0.13258552  0.078840783  0.299647787
## demo$ethnicity1  0.121595511  0.077674103  0.17751901  0.125414536  0.163209355
## demo$ethnicity2 -0.038502984  0.010512472  0.01715474 -0.011451974  0.015048104
## demo$ethnicity3 -0.070875077  0.022647648  0.01027162 -0.078840783  0.033685546
## demo$ethnicity4  0.004760814 -0.021714492 -0.02272707 -0.002058778 -0.039570827
## demo$ethnicity5 -0.040102982  0.006100223 -0.01588024 -0.034681537  0.004969154
## demo$ethnicity6 -0.014069474 -0.008506837 -0.02194861 -0.016116435 -0.018904348
## demo$ethnicity7  0.044214437 -0.039464153 -0.06231525  0.037438287 -0.073841336
## demo$ethnicity8 -0.011719883 -0.008181276 -0.02139980 -0.019223332 -0.020643458
## demo$ethnicity9 -0.006234618 -0.013066637 -0.04085620 -0.013430583 -0.027377672
##                           132          133           134          135
## (Intercept)      0.0917075301  0.129306869  0.0917075301  0.078840783
## demo$ethnicity1  0.1767914128  0.121987248  0.1767914128  0.125414536
## demo$ethnicity2  0.0211327511 -0.045658417  0.0211327511 -0.011451974
## demo$ethnicity3 -0.0007984392 -0.070483340 -0.0007984392 -0.078840783
## demo$ethnicity4 -0.0228038020  0.005152551 -0.0228038020 -0.002058778
## demo$ethnicity5 -0.0262540632 -0.036419064 -0.0262540632 -0.034681537
## demo$ethnicity6 -0.0125541045 -0.013677737 -0.0125541045 -0.016116435
## demo$ethnicity7 -0.0660665045  0.044606174 -0.0660665045  0.037438287
## demo$ethnicity8 -0.0343053747 -0.011328146 -0.0343053747 -0.019223332
## demo$ethnicity9 -0.0259827144 -0.005842880 -0.0259827144 -0.013430583
##                         136          137          138          139          140
## (Intercept)      0.08695890  0.078840783  0.110477808  0.082126236  0.078840783
## demo$ethnicity1  0.16940473  0.125414536  0.178337253  0.155516277  0.125414536
## demo$ethnicity2  0.01386930 -0.011451974  0.014847998  0.007138149 -0.011451974
## demo$ethnicity3 -0.02029224 -0.078840783  0.005801262 -0.038647975 -0.078840783
## demo$ethnicity4 -0.01804679 -0.002058778 -0.021575271 -0.015145803 -0.002058778
## demo$ethnicity5 -0.03071492 -0.034681537 -0.020599434 -0.033687045 -0.034681537
## demo$ethnicity6 -0.01346077 -0.016116435 -0.017142054 -0.014638040 -0.016116435
## demo$ethnicity7 -0.03695890  0.037438287 -0.068372545 -0.008955504  0.037438287
## demo$ethnicity8 -0.03828048 -0.019223332 -0.026851434 -0.038690774 -0.019223332
## demo$ethnicity9 -0.02121222 -0.013430583 -0.032039128 -0.016431061 -0.013430583
##                           141          142          143          144
## (Intercept)      0.2009856560  0.078840783  0.078840783  0.154483108
## demo$ethnicity1  0.1795811456  0.125414536  0.125414536  0.177955916
## demo$ethnicity2  0.0108333938 -0.011451974 -0.011451974  0.020872994
## demo$ethnicity3  0.0297835748 -0.078840783 -0.078840783  0.016248599
## demo$ethnicity4 -0.0217912312 -0.002058778 -0.002058778 -0.022642476
## demo$ethnicity5 -0.0004402836 -0.034681537 -0.034681537 -0.009592306
## demo$ethnicity6 -0.0252063270 -0.016116435 -0.016116435 -0.016269459
## demo$ethnicity7 -0.0833385972  0.037438287  0.037438287 -0.098927553
## demo$ethnicity8 -0.0276356142 -0.019223332 -0.019223332 -0.014298186
## demo$ethnicity9 -0.0342617549 -0.013430583 -0.013430583 -0.037082278
##                         145          146           147          148
## (Intercept)      0.08695890  0.078840783  7.803425e-02  0.691638066
## demo$ethnicity1  0.16940473  0.125414536  1.416882e-01  0.077674103
## demo$ethnicity2  0.01386930 -0.011451974  9.102299e-05  0.010512472
## demo$ethnicity3 -0.02029224 -0.078840783 -5.675765e-02  0.022647648
## demo$ethnicity4 -0.01804679 -0.002058778 -8.915861e-03 -0.021714492
## demo$ethnicity5 -0.03071492 -0.034681537 -3.619957e-02  0.006100223
## demo$ethnicity6 -0.01346077 -0.016116435 -1.420790e-02 -0.008506837
## demo$ethnicity7 -0.03695890  0.037438287  1.720385e-02 -0.039464153
## demo$ethnicity8 -0.03828048 -0.019223332 -3.962692e-02 -0.008181276
## demo$ethnicity9 -0.02121222 -0.013430583 -1.245409e-02 -0.013066637
##                           149          150          151          152
## (Intercept)      0.0917075301  0.164546721  0.078840783  0.078840783
## demo$ethnicity1  0.1767914128  0.167892303  0.125414536  0.125414536
## demo$ethnicity2  0.0211327511  0.010809381 -0.011451974 -0.011451974
## demo$ethnicity3 -0.0007984392  0.006184986 -0.078840783 -0.078840783
## demo$ethnicity4 -0.0228038020 -0.013739755 -0.002058778 -0.002058778
## demo$ethnicity5 -0.0262540632 -0.010292710 -0.034681537 -0.034681537
## demo$ethnicity6 -0.0125541045 -0.016941629 -0.016116435 -0.016116435
## demo$ethnicity7 -0.0660665045 -0.064546721  0.037438287  0.037438287
## demo$ethnicity8 -0.0343053747 -0.038017560 -0.019223332 -0.019223332
## demo$ethnicity9 -0.0259827144 -0.024570375 -0.013430583 -0.013430583
##                          153          154          155          156
## (Intercept)      0.153792083  0.099348771  0.110002963  0.078840783
## demo$ethnicity1  0.178646941  0.157014865  0.178812098  0.125414536
## demo$ethnicity2 -0.001965393  0.012005745  0.015322843 -0.011451974
## demo$ethnicity3  0.016939624 -0.032682104  0.006276106 -0.078840783
## demo$ethnicity4 -0.021951451 -0.013298958 -0.021100426 -0.002058778
## demo$ethnicity5 -0.013839553 -0.030189934 -0.024802952 -0.034681537
## demo$ethnicity6 -0.018984007 -0.016777743 -0.011710216 -0.016116435
## demo$ethnicity7 -0.053792083 -0.009348771 -0.067897700  0.037438287
## demo$ethnicity8 -0.041677337 -0.037662219 -0.039709923 -0.019223332
## demo$ethnicity9 -0.024626548 -0.023845990 -0.020453172 -0.013430583
##                          157         158          159          160
## (Intercept)      0.078840783  0.15567408  0.099348771  0.113958302
## demo$ethnicity1  0.125414536  0.17676494  0.157014865  0.122286596
## demo$ethnicity2 -0.011451974  0.03144672  0.012005745 -0.023983955
## demo$ethnicity3 -0.078840783  0.01505762 -0.032682104 -0.073958302
## demo$ethnicity4 -0.002058778 -0.02383345 -0.013298958  0.002097870
## demo$ethnicity5 -0.034681537 -0.01078328 -0.030189934 -0.038869517
## demo$ethnicity6 -0.016116435 -0.01491671 -0.016777743 -0.016398628
## demo$ethnicity7  0.037438287 -0.10011853 -0.009348771  0.041597253
## demo$ethnicity8 -0.019223332 -0.01548916 -0.037662219 -0.014610885
## demo$ethnicity9 -0.013430583 -0.03827325 -0.023845990 -0.009024025
##                           161           162           163           164
## (Intercept)      0.0917075301  0.0917075301  7.803425e-02  3.045427e-01
## demo$ethnicity1  0.1767914128  0.1767914128  1.416882e-01  1.583144e-01
## demo$ethnicity2  0.0211327511  0.0211327511  9.102299e-05  2.394627e-02
## demo$ethnicity3 -0.0007984392 -0.0007984392 -5.675765e-02  2.879061e-02
## demo$ethnicity4 -0.0228038020 -0.0228038020 -8.915861e-03 -3.705835e-02
## demo$ethnicity5 -0.0262540632 -0.0262540632 -3.619957e-02  7.422143e-05
## demo$ethnicity6 -0.0125541045 -0.0125541045 -1.420790e-02 -1.682760e-02
## demo$ethnicity7 -0.0660665045 -0.0660665045  1.720385e-02 -7.873627e-02
## demo$ethnicity8 -0.0343053747 -0.0343053747 -3.962692e-02 -9.376775e-03
## demo$ethnicity9 -0.0259827144 -0.0259827144 -1.245409e-02 -3.227260e-02
##                           165          166         167           168
## (Intercept)      0.0917075301  0.082055416  0.10871811  0.2684409432
## demo$ethnicity1  0.1767914128  0.137667064  0.15978083  0.1654929907
## demo$ethnicity2  0.0211327511 -0.003930144  0.01493298  0.0233833811
## demo$ethnicity3 -0.0007984392 -0.060778820 -0.01780902  0.0288563541
## demo$ethnicity4 -0.0228038020 -0.009072294 -0.01811904 -0.0367764088
## demo$ethnicity5 -0.0262540632 -0.032315600 -0.02155858 -0.0004711814
## demo$ethnicity6 -0.0125541045 -0.016232781 -0.01813631 -0.0180046599
## demo$ethnicity7 -0.0660665045  0.013182680 -0.04205144 -0.0809409432
## demo$ethnicity8 -0.0343053747 -0.019932671 -0.01257139 -0.0110236329
## demo$ethnicity9 -0.0259827144 -0.016475257 -0.03299330 -0.0334286582
##                           169          170          171          172
## (Intercept)      0.0917075301  0.078840783  0.078840783  0.098137928
## demo$ethnicity1  0.1767914128  0.125414536  0.125414536  0.132925902
## demo$ethnicity2  0.0211327511 -0.011451974 -0.011451974 -0.006572648
## demo$ethnicity3 -0.0007984392 -0.078840783 -0.078840783 -0.064804595
## demo$ethnicity4 -0.0228038020 -0.002058778 -0.002058778 -0.002432887
## demo$ethnicity5 -0.0262540632 -0.034681537 -0.034681537 -0.035220331
## demo$ethnicity6 -0.0125541045 -0.016116435 -0.016116435 -0.015502581
## demo$ethnicity7 -0.0660665045  0.037438287  0.037438287  0.018141142
## demo$ethnicity8 -0.0343053747 -0.019223332 -0.019223332 -0.015321108
## demo$ethnicity9 -0.0259827144 -0.013430583 -0.013430583 -0.016061062
##                          173           174          175         176
## (Intercept)      0.235485250  7.803425e-02  0.209412534  0.09049159
## demo$ethnicity1  0.171058135  1.416882e-01  0.171154268  0.15859932
## demo$ethnicity2  0.021669290  9.102299e-05  0.002406516  0.01033661
## demo$ethnicity3  0.027672645 -5.675765e-02  0.021356697 -0.02382493
## demo$ethnicity4 -0.030744525 -8.915861e-03 -0.023633747 -0.01734667
## demo$ethnicity5 -0.002152132 -3.619957e-02 -0.008867162 -0.02607284
## demo$ethnicity6 -0.020210356 -1.420790e-02 -0.024744316 -0.01490908
## demo$ethnicity7 -0.083970099  1.720385e-02 -0.044706652 -0.04049159
## demo$ethnicity8 -0.013675878 -3.962692e-02 -0.036062492 -0.01699355
## demo$ethnicity9 -0.035595107 -1.245409e-02 -0.030188633 -0.02474491
##                          177          178          179          180
## (Intercept)      0.175051504  0.103521190  0.175051504  0.082560026
## demo$ethnicity1  0.180845932  0.172419613  0.180845932  0.155082486
## demo$ethnicity2  0.018122763  0.009319091  0.018122763  0.006704359
## demo$ethnicity3  0.024948496 -0.012612099  0.024948496 -0.039081765
## demo$ethnicity4 -0.020126616 -0.017258163 -0.020126616 -0.011445227
## demo$ethnicity5 -0.005589682 -0.029287235 -0.005589682 -0.034214798
## demo$ethnicity6 -0.022918068 -0.012593997 -0.022918068 -0.012883048
## demo$ethnicity7 -0.089337219 -0.036854523 -0.089337219 -0.009389294
## demo$ethnicity8 -0.018725948 -0.045793831 -0.018725948 -0.039124564
## demo$ethnicity9 -0.039697969 -0.016985564 -0.039697969 -0.016864851
##                          181          182           183           184
## (Intercept)      0.078840783  0.175051504  7.803425e-02  7.803425e-02
## demo$ethnicity1  0.125414536  0.180845932  1.416882e-01  1.416882e-01
## demo$ethnicity2 -0.011451974  0.018122763  9.102299e-05  9.102299e-05
## demo$ethnicity3 -0.078840783  0.024948496 -5.675765e-02 -5.675765e-02
## demo$ethnicity4 -0.002058778 -0.020126616 -8.915861e-03 -8.915861e-03
## demo$ethnicity5 -0.034681537 -0.005589682 -3.619957e-02 -3.619957e-02
## demo$ethnicity6 -0.016116435 -0.022918068 -1.420790e-02 -1.420790e-02
## demo$ethnicity7  0.037438287 -0.089337219  1.720385e-02  1.720385e-02
## demo$ethnicity8 -0.019223332 -0.018725948 -3.962692e-02 -3.962692e-02
## demo$ethnicity9 -0.013430583 -0.039697969 -1.245409e-02 -1.245409e-02
##                          185          186         187          188          189
## (Intercept)      0.078840783  0.078840783  0.08584036  0.128648642  0.078840783
## demo$ethnicity1  0.125414536  0.125414536  0.16325055  0.122645476  0.125414536
## demo$ethnicity2 -0.011451974 -0.011451974  0.01498784 -0.052407596 -0.011451974
## demo$ethnicity3 -0.078840783 -0.078840783 -0.01917369 -0.069825112 -0.078840783
## demo$ethnicity4 -0.002058778 -0.002058778 -0.02096865  0.005810779 -0.002058778
## demo$ethnicity5 -0.034681537 -0.034681537 -0.02959638 -0.035760836 -0.034681537
## demo$ethnicity6 -0.016116435 -0.016116435 -0.01458313 -0.013019510 -0.016116435
## demo$ethnicity7  0.037438287  0.037438287 -0.03584036  0.045264402  0.037438287
## demo$ethnicity8 -0.019223332 -0.019223332 -0.03716194 -0.010669918 -0.019223332
## demo$ethnicity9 -0.013430583 -0.013430583 -0.02009368 -0.005184653 -0.013430583
##                          190         191         192           193          194
## (Intercept)      0.078840783  0.13210176  0.10283104  0.0917075301  0.082479612
## demo$ethnicity1  0.125414536  0.17800277  0.16566790  0.1767914128  0.137242868
## demo$ethnicity2 -0.011451974  0.01763850  0.01000924  0.0211327511 -0.004354340
## demo$ethnicity3 -0.078840783  0.01075538 -0.01192195 -0.0007984392 -0.061203016
## demo$ethnicity4 -0.002058778 -0.02224331 -0.01636633 -0.0228038020 -0.005456085
## demo$ethnicity5 -0.034681537 -0.02020128 -0.02870032 -0.0262540632 -0.032829583
## demo$ethnicity6 -0.016116435 -0.01637369 -0.01190385 -0.0125541045 -0.014517940
## demo$ethnicity7  0.037438287 -0.06183149 -0.03616437 -0.0660665045  0.012758484
## demo$ethnicity8 -0.019223332 -0.03459125 -0.04510368 -0.0343053747 -0.020356867
## demo$ethnicity9 -0.013430583 -0.02894387 -0.01629541 -0.0259827144 -0.016899453
##                           195           196          197          198
## (Intercept)      0.0917075301  0.0917075301  0.092711156  0.209068381
## demo$ethnicity1  0.1767914128  0.1767914128  0.144931356  0.171498420
## demo$ethnicity2  0.0211327511  0.0211327511 -0.003446772  0.027750669
## demo$ethnicity3 -0.0007984392 -0.0007984392 -0.049232895  0.021700850
## demo$ethnicity4 -0.0228038020 -0.0228038020 -0.008996382 -0.029873956
## demo$ethnicity5 -0.0262540632 -0.0262540632 -0.035998757 -0.003294251
## demo$ethnicity6 -0.0125541045 -0.0125541045 -0.014010662 -0.020740033
## demo$ethnicity7 -0.0660665045 -0.0660665045  0.019483966 -0.091421322
## demo$ethnicity8 -0.0343053747 -0.0343053747 -0.048980382 -0.006088710
## demo$ethnicity9 -0.0259827144 -0.0259827144 -0.007235762 -0.042344480
##                          199          200          201          202
## (Intercept)      0.111622346  0.111622346  0.078840783  0.078840783
## demo$ethnicity1  0.177192715  0.177192715  0.125414536  0.125414536
## demo$ethnicity2  0.024814571  0.024814571 -0.011451974 -0.011451974
## demo$ethnicity3  0.004656724  0.004656724 -0.078840783 -0.078840783
## demo$ethnicity4 -0.022719809 -0.022719809 -0.002058778 -0.002058778
## demo$ethnicity5 -0.021743971 -0.021743971 -0.034681537 -0.034681537
## demo$ethnicity6 -0.015873318 -0.015873318 -0.016116435 -0.016116435
## demo$ethnicity7 -0.069517083 -0.069517083  0.037438287  0.037438287
## demo$ethnicity8 -0.027995972 -0.027995972 -0.019223332 -0.019223332
## demo$ethnicity9 -0.033183666 -0.033183666 -0.013430583 -0.013430583
##                          203          204          205           206
## (Intercept)      0.078840783  0.078840783  0.111068685  0.0917075301
## demo$ethnicity1  0.125414536  0.125414536  0.135768050  0.1767914128
## demo$ethnicity2 -0.011451974 -0.011451974 -0.012288404  0.0211327511
## demo$ethnicity3 -0.078840783 -0.078840783 -0.058007461 -0.0007984392
## demo$ethnicity4 -0.002058778 -0.002058778 -0.003260270 -0.0228038020
## demo$ethnicity5 -0.034681537 -0.034681537 -0.040227248 -0.0262540632
## demo$ethnicity6 -0.016116435 -0.016116435 -0.015010166 -0.0125541045
## demo$ethnicity7  0.037438287  0.037438287  0.025294951 -0.0660665045
## demo$ethnicity8 -0.019223332 -0.019223332 -0.031157252 -0.0343053747
## demo$ethnicity9 -0.013430583 -0.013430583 -0.009141247 -0.0259827144
##                          207         208          209         210           211
## (Intercept)      0.085578457  0.08628419  0.078840783  0.08628419  0.0917075301
## demo$ethnicity1  0.144952944  0.16280672  0.125414536  0.16280672  0.1767914128
## demo$ethnicity2  0.003685927  0.01454401 -0.011451974  0.01454401  0.0211327511
## demo$ethnicity3 -0.042100197 -0.01961752 -0.078840783 -0.01961752 -0.0007984392
## demo$ethnicity4 -0.014463658 -0.01717967 -0.002058778 -0.01717967 -0.0228038020
## demo$ethnicity5 -0.029148245 -0.03013864 -0.034681537 -0.03013864 -0.0262540632
## demo$ethnicity6 -0.016050873 -0.01278606 -0.016116435 -0.01278606 -0.0125541045
## demo$ethnicity7 -0.012407726 -0.03628419  0.037438287 -0.03628419 -0.0660665045
## demo$ethnicity8 -0.017888043 -0.03760577 -0.019223332 -0.03760577 -0.0343053747
## demo$ethnicity9 -0.019883283 -0.02053750 -0.013430583 -0.02053750 -0.0259827144
##                          212          213          214          215
## (Intercept)      0.081466280  0.175051504  0.082055416  0.078840783
## demo$ethnicity1  0.149065121  0.180845932  0.137667064  0.125414536
## demo$ethnicity2  0.007798105  0.018122763 -0.003930144 -0.011451974
## demo$ethnicity3 -0.037988019  0.024948496 -0.060778820 -0.078840783
## demo$ethnicity4 -0.014302098 -0.020126616 -0.009072294 -0.002058778
## demo$ethnicity5 -0.033121052 -0.005589682 -0.032315600 -0.034681537
## demo$ethnicity6 -0.013978084 -0.022918068 -0.016232781 -0.016116435
## demo$ethnicity7 -0.008295548 -0.089337219  0.013182680  0.037438287
## demo$ethnicity8 -0.038030818 -0.018725948 -0.019932671 -0.019223332
## demo$ethnicity9 -0.015771105 -0.039697969 -0.016475257 -0.013430583
##                          216          217         218          219          220
## (Intercept)      0.078840783  0.078840783  0.10510111  0.145324271  0.078840783
## demo$ethnicity1  0.125414536  0.125414536  0.17083969  0.120437419  0.125414536
## demo$ethnicity2 -0.011451974 -0.011451974  0.01854998 -0.051177677 -0.011451974
## demo$ethnicity3 -0.078840783 -0.078840783 -0.01419202 -0.068401194 -0.078840783
## demo$ethnicity4 -0.002058778 -0.002058778 -0.01883809  0.006783752 -0.002058778
## demo$ethnicity5 -0.034681537 -0.034681537 -0.02630875 -0.037768333 -0.034681537
## demo$ethnicity6 -0.016116435 -0.016116435 -0.01665070 -0.013640165 -0.016116435
## demo$ethnicity7  0.037438287  0.037438287 -0.03843445  0.046165091  0.037438287
## demo$ethnicity8 -0.019223332 -0.019223332 -0.03436562 -0.009469929 -0.019223332
## demo$ethnicity9 -0.013430583 -0.013430583 -0.02937630 -0.004084955 -0.013430583
##                           221          222          223          224
## (Intercept)      0.0917075301  0.078840783  0.085578457  0.092711156
## demo$ethnicity1  0.1767914128  0.125414536  0.144952944  0.144931356
## demo$ethnicity2  0.0211327511 -0.011451974  0.003685927 -0.003446772
## demo$ethnicity3 -0.0007984392 -0.078840783 -0.042100197 -0.049232895
## demo$ethnicity4 -0.0228038020 -0.002058778 -0.014463658 -0.008996382
## demo$ethnicity5 -0.0262540632 -0.034681537 -0.029148245 -0.035998757
## demo$ethnicity6 -0.0125541045 -0.016116435 -0.016050873 -0.014010662
## demo$ethnicity7 -0.0660665045  0.037438287 -0.012407726  0.019483966
## demo$ethnicity8 -0.0343053747 -0.019223332 -0.017888043 -0.048980382
## demo$ethnicity9 -0.0259827144 -0.013430583 -0.019883283 -0.007235762
##                          225         226         227           228
## (Intercept)      0.299647787  0.12849450  0.09049159  0.0917075301
## demo$ethnicity1  0.163209355  0.18161003  0.15859932  0.1767914128
## demo$ethnicity2  0.015048104  0.02124576  0.01033661  0.0211327511
## demo$ethnicity3  0.033685546  0.01436265 -0.02382493 -0.0007984392
## demo$ethnicity4 -0.039570827 -0.01863605 -0.01734667 -0.0228038020
## demo$ethnicity5  0.004969154 -0.01178921 -0.02607284 -0.0262540632
## demo$ethnicity6 -0.018904348 -0.01765648 -0.01490908 -0.0125541045
## demo$ethnicity7 -0.073841336 -0.10146747 -0.04049159 -0.0660665045
## demo$ethnicity8 -0.020643458 -0.01730878 -0.01699355 -0.0343053747
## demo$ethnicity9 -0.027377672 -0.03676517 -0.02474491 -0.0259827144
##                           229          230          231          232
## (Intercept)      0.0917075301  0.151732633  0.240357355  0.086672204
## demo$ethnicity1  0.1767914128  0.180706392  0.166186030  0.150970308
## demo$ethnicity2  0.0211327511  0.023623469  0.029700411  0.002592181
## demo$ethnicity3 -0.0007984392  0.018999075  0.022800539 -0.043193943
## demo$ethnicity4 -0.0228038020 -0.019892001 -0.035616630 -0.011606787
## demo$ethnicity5 -0.0262540632 -0.006841831 -0.001637032 -0.030241992
## demo$ethnicity6 -0.0125541045 -0.022090412 -0.018591589 -0.014955836
## demo$ethnicity7 -0.0660665045 -0.096177077 -0.088842204 -0.013501472
## demo$ethnicity8 -0.0343053747 -0.011547711 -0.003309888 -0.018981789
## demo$ethnicity9 -0.0259827144 -0.046096509 -0.040467213 -0.020977029
##                          233          234         235          236          237
## (Intercept)      0.078840783  0.078840783  0.08584036  0.175051504  0.129910399
## demo$ethnicity1  0.125414536  0.125414536  0.16325055  0.180845932  0.121383719
## demo$ethnicity2 -0.011451974 -0.011451974  0.01498784  0.018122763 -0.038714776
## demo$ethnicity3 -0.078840783 -0.078840783 -0.01917369  0.024948496 -0.071086869
## demo$ethnicity4 -0.002058778 -0.002058778 -0.02096865 -0.020126616  0.004549022
## demo$ethnicity5 -0.034681537 -0.034681537 -0.02959638 -0.005589682 -0.037022593
## demo$ethnicity6 -0.016116435 -0.016116435 -0.01458313 -0.022918068 -0.016024186
## demo$ethnicity7  0.037438287  0.037438287 -0.03584036 -0.089337219  0.044002645
## demo$ethnicity8 -0.019223332 -0.019223332 -0.03716194 -0.018725948 -0.011931675
## demo$ethnicity9 -0.013430583 -0.013430583 -0.02009368 -0.039697969 -0.006446410
##                          238          239         240           241
## (Intercept)      0.154485306  0.082479612  0.10441096  0.0917075301
## demo$ethnicity1  0.177953718  0.137242868  0.16408798  0.1767914128
## demo$ethnicity2  0.020870795 -0.004354340  0.01924013  0.0211327511
## demo$ethnicity3  0.016246401 -0.061203016 -0.01350187 -0.0007984392
## demo$ethnicity4 -0.022644675 -0.005456085 -0.01794626 -0.0228038020
## demo$ethnicity5 -0.009594505 -0.032829583 -0.02572184 -0.0262540632
## demo$ethnicity6 -0.016271658 -0.014517940 -0.01596055 -0.0125541045
## demo$ethnicity7 -0.098929751  0.012758484 -0.03774430 -0.0660665045
## demo$ethnicity8 -0.014300385 -0.020356867 -0.03367547 -0.0343053747
## demo$ethnicity9 -0.037084477 -0.016899453 -0.02868615 -0.0259827144
##                           242          243          244         245
## (Intercept)      0.0917075301  0.145324271  0.078840783  0.13166998
## demo$ethnicity1  0.1767914128  0.120437419  0.125414536  0.17843455
## demo$ethnicity2  0.0211327511 -0.051177677 -0.011451974  0.00664171
## demo$ethnicity3 -0.0007984392 -0.068401194 -0.078840783  0.01118716
## demo$ethnicity4 -0.0228038020  0.006783752 -0.002058778 -0.02181153
## demo$ethnicity5 -0.0262540632 -0.037768333 -0.034681537 -0.01976950
## demo$ethnicity6 -0.0125541045 -0.013640165 -0.016116435 -0.01332753
## demo$ethnicity7 -0.0660665045  0.046165091  0.037438287 -0.06139971
## demo$ethnicity8 -0.0343053747 -0.009469929 -0.019223332 -0.04783469
## demo$ethnicity9 -0.0259827144 -0.004084955 -0.013430583 -0.01708351
##                          246         247           248           249
## (Intercept)      0.149362882  0.10441096  0.0971087866  0.0917075301
## demo$ethnicity1  0.168546526  0.16408798  0.1234694447  0.1767914128
## demo$ethnicity2  0.011805949  0.01924013 -0.0143349078  0.0211327511
## demo$ethnicity3 -0.006505739 -0.01350187 -0.0767006233 -0.0007984392
## demo$ethnicity4 -0.021253260 -0.01794626 -0.0002603114 -0.0228038020
## demo$ethnicity5 -0.018616024 -0.02572184 -0.0371517031 -0.0262540632
## demo$ethnicity6 -0.020627389 -0.01596055 -0.0165871494 -0.0125541045
## demo$ethnicity7 -0.035849369 -0.03774430  0.0392548498 -0.0660665045
## demo$ethnicity8 -0.024142075 -0.03367547 -0.0171973534 -0.0343053747
## demo$ethnicity9 -0.035678672 -0.02868615 -0.0115078796 -0.0259827144
##                          250          251          252          253
## (Intercept)      0.078840783  0.145324271  0.078840783  0.110002963
## demo$ethnicity1  0.125414536  0.120437419  0.125414536  0.178812098
## demo$ethnicity2 -0.011451974 -0.051177677 -0.011451974  0.015322843
## demo$ethnicity3 -0.078840783 -0.068401194 -0.078840783  0.006276106
## demo$ethnicity4 -0.002058778  0.006783752 -0.002058778 -0.021100426
## demo$ethnicity5 -0.034681537 -0.037768333 -0.034681537 -0.024802952
## demo$ethnicity6 -0.016116435 -0.013640165 -0.016116435 -0.011710216
## demo$ethnicity7  0.037438287  0.046165091  0.037438287 -0.067897700
## demo$ethnicity8 -0.019223332 -0.009469929 -0.019223332 -0.039709923
## demo$ethnicity9 -0.013430583 -0.004084955 -0.013430583 -0.020453172
##                          254           255          256          257
## (Intercept)      0.145324271  0.0917075301  0.204369979  0.078840783
## demo$ethnicity1  0.120437419  0.1767914128  0.176196823  0.125414536
## demo$ethnicity2 -0.051177677  0.0211327511  0.019949071 -0.011451974
## demo$ethnicity3 -0.068401194 -0.0007984392  0.026399252 -0.078840783
## demo$ethnicity4  0.006783752 -0.0228038020 -0.025175554 -0.002058778
## demo$ethnicity5 -0.037768333 -0.0262540632 -0.003824606 -0.034681537
## demo$ethnicity6 -0.013640165 -0.0125541045 -0.022316140 -0.016116435
## demo$ethnicity7  0.046165091 -0.0660665045 -0.086722920  0.037438287
## demo$ethnicity8 -0.009469929 -0.0343053747 -0.016205122 -0.019223332
## demo$ethnicity9 -0.004084955 -0.0259827144 -0.037646078 -0.013430583
##                          258           259          260          261
## (Intercept)      0.299647787  0.0917075301  0.299647787  0.081466280
## demo$ethnicity1  0.163209355  0.1767914128  0.163209355  0.149065121
## demo$ethnicity2  0.015048104  0.0211327511  0.015048104  0.007798105
## demo$ethnicity3  0.033685546 -0.0007984392  0.033685546 -0.037988019
## demo$ethnicity4 -0.039570827 -0.0228038020 -0.039570827 -0.014302098
## demo$ethnicity5  0.004969154 -0.0262540632  0.004969154 -0.033121052
## demo$ethnicity6 -0.018904348 -0.0125541045 -0.018904348 -0.013978084
## demo$ethnicity7 -0.073841336 -0.0660665045 -0.073841336 -0.008295548
## demo$ethnicity8 -0.020643458 -0.0343053747 -0.020643458 -0.038030818
## demo$ethnicity9 -0.027377672 -0.0259827144 -0.027377672 -0.015771105
##                           262           263          264          265
## (Intercept)      0.2684409432  0.2684409432  0.078840783  0.078840783
## demo$ethnicity1  0.1654929907  0.1654929907  0.125414536  0.125414536
## demo$ethnicity2  0.0233833811  0.0233833811 -0.011451974 -0.011451974
## demo$ethnicity3  0.0288563541  0.0288563541 -0.078840783 -0.078840783
## demo$ethnicity4 -0.0367764088 -0.0367764088 -0.002058778 -0.002058778
## demo$ethnicity5 -0.0004711814 -0.0004711814 -0.034681537 -0.034681537
## demo$ethnicity6 -0.0180046599 -0.0180046599 -0.016116435 -0.016116435
## demo$ethnicity7 -0.0809409432 -0.0809409432  0.037438287  0.037438287
## demo$ethnicity8 -0.0110236329 -0.0110236329 -0.019223332 -0.019223332
## demo$ethnicity9 -0.0334286582 -0.0334286582 -0.013430583 -0.013430583
##                          266           267          268          269
## (Intercept)      0.078840783  0.0917075301  0.078840783  0.115808977
## demo$ethnicity1  0.125414536  0.1767914128  0.125414536  0.160131827
## demo$ethnicity2 -0.011451974  0.0211327511 -0.011451974 -0.002968695
## demo$ethnicity3 -0.078840783 -0.0007984392 -0.078840783 -0.024899886
## demo$ethnicity4 -0.002058778 -0.0228038020 -0.002058778 -0.011984974
## demo$ethnicity5 -0.034681537 -0.0262540632 -0.034681537 -0.028339369
## demo$ethnicity6 -0.016116435 -0.0125541045 -0.016116435 -0.013108017
## demo$ethnicity7  0.037438287 -0.0660665045  0.037438287 -0.008116669
## demo$ethnicity8 -0.019223332 -0.0343053747 -0.019223332 -0.057756415
## demo$ethnicity9 -0.013430583 -0.0259827144 -0.013430583 -0.008462539
##                         270           271          272          273         274
## (Intercept)      0.10237670  7.803425e-02  0.299647787  0.078840783  0.13210176
## demo$ethnicity1  0.16612225  1.416882e-01  0.163209355  0.125414536  0.17800277
## demo$ethnicity2  0.01046358  9.102299e-05  0.015048104 -0.011451974  0.01763850
## demo$ethnicity3 -0.01146761 -5.675765e-02  0.033685546 -0.078840783  0.01075538
## demo$ethnicity4 -0.02024804 -8.915861e-03 -0.039570827 -0.002058778 -0.02224331
## demo$ethnicity5 -0.02814274 -3.619957e-02  0.004969154 -0.034681537 -0.02020128
## demo$ethnicity6 -0.01374506 -1.420790e-02 -0.018904348 -0.016116435 -0.01637369
## demo$ethnicity7 -0.03571003  1.720385e-02 -0.073841336  0.037438287 -0.06183149
## demo$ethnicity8 -0.04464934 -3.962692e-02 -0.020643458 -0.019223332 -0.03459125
## demo$ethnicity9 -0.01584107 -1.245409e-02 -0.027377672 -0.013430583 -0.02894387
##                           275          276          277         278
## (Intercept)      7.803425e-02  0.078840783  0.203909519  0.12801073
## demo$ethnicity1  1.416882e-01  0.125414536  0.176657283  0.18209380
## demo$ethnicity2  9.102299e-05 -0.011451974  0.007909531  0.02172953
## demo$ethnicity3 -5.675765e-02 -0.078840783  0.026859712  0.01484641
## demo$ethnicity4 -8.915861e-03 -0.002058778 -0.024715094 -0.01815228
## demo$ethnicity5 -3.619957e-02 -0.034681537 -0.003364147 -0.01611025
## demo$ethnicity6 -1.420790e-02 -0.016116435 -0.019003630 -0.01208156
## demo$ethnicity7  1.720385e-02  0.037438287 -0.086262460 -0.10098371
## demo$ethnicity8 -3.962692e-02 -0.019223332 -0.030559477 -0.03050023
## demo$ethnicity9 -1.245409e-02 -0.013430583 -0.024685618 -0.02485284
##                          279          280          281          282
## (Intercept)      0.232021842  0.130924662  0.078840783  0.078840783
## demo$ethnicity1  0.174521543  0.179179868  0.125414536  0.125414536
## demo$ethnicity2  0.012229472  0.007387026 -0.011451974 -0.011451974
## demo$ethnicity3  0.031136052  0.011932481 -0.078840783 -0.078840783
## demo$ethnicity4 -0.027281117 -0.021066213 -0.002058778 -0.002058778
## demo$ethnicity5  0.001311276 -0.019024181 -0.034681537 -0.034681537
## demo$ethnicity6 -0.023237820 -0.017673375 -0.016116435 -0.016116435
## demo$ethnicity7 -0.080506691 -0.060654392  0.037438287  0.037438287
## demo$ethnicity8 -0.025450565 -0.033414156 -0.019223332 -0.019223332
## demo$ethnicity9 -0.032131699 -0.027766767 -0.013430583 -0.013430583
##                          283         284          285          286          287
## (Intercept)      0.082560026  0.08628419  0.082126236  0.145324271  0.082560026
## demo$ethnicity1  0.155082486  0.16280672  0.155516277  0.120437419  0.155082486
## demo$ethnicity2  0.006704359  0.01454401  0.007138149 -0.051177677  0.006704359
## demo$ethnicity3 -0.039081765 -0.01961752 -0.038647975 -0.068401194 -0.039081765
## demo$ethnicity4 -0.011445227 -0.01717967 -0.015145803  0.006783752 -0.011445227
## demo$ethnicity5 -0.034214798 -0.03013864 -0.033687045 -0.037768333 -0.034214798
## demo$ethnicity6 -0.012883048 -0.01278606 -0.014638040 -0.013640165 -0.012883048
## demo$ethnicity7 -0.009389294 -0.03628419 -0.008955504  0.046165091 -0.009389294
## demo$ethnicity8 -0.039124564 -0.03760577 -0.038690774 -0.009469929 -0.039124564
## demo$ethnicity9 -0.016864851 -0.02053750 -0.016431061 -0.004084955 -0.016864851
##                          288          289          290          291         292
## (Intercept)      0.112273093  0.129698607  0.078840783  0.078840783  0.08695890
## demo$ethnicity1  0.123971805  0.121595511  0.125414536  0.125414536  0.16940473
## demo$ethnicity2 -0.045230531 -0.038502984 -0.011451974 -0.011451974  0.01386930
## demo$ethnicity3 -0.072273093 -0.070875077 -0.078840783 -0.078840783 -0.02029224
## demo$ethnicity4  0.003783080  0.004760814 -0.002058778 -0.002058778 -0.01804679
## demo$ethnicity5 -0.033830011 -0.040102982 -0.034681537 -0.034681537 -0.03071492
## demo$ethnicity6 -0.012937614 -0.014069474 -0.016116435 -0.016116435 -0.01346077
## demo$ethnicity7  0.043282462  0.044214437  0.037438287  0.037438287 -0.03695890
## demo$ethnicity8 -0.012925676 -0.011719883 -0.019223332 -0.019223332 -0.03828048
## demo$ethnicity9 -0.007338816 -0.006234618 -0.013430583 -0.013430583 -0.02121222
##                          293          294          295           296
## (Intercept)      0.082055416  0.111622346  0.086012248  0.0917075301
## demo$ethnicity1  0.137667064  0.177192715  0.144519153  0.1767914128
## demo$ethnicity2 -0.003930144  0.024814571  0.003252137  0.0211327511
## demo$ethnicity3 -0.060778820  0.004656724 -0.042533987 -0.0007984392
## demo$ethnicity4 -0.009072294 -0.022719809 -0.010763081 -0.0228038020
## demo$ethnicity5 -0.032315600 -0.021743971 -0.029675999 -0.0262540632
## demo$ethnicity6 -0.016232781 -0.015873318 -0.014295881 -0.0125541045
## demo$ethnicity7  0.013182680 -0.069517083 -0.012841516 -0.0660665045
## demo$ethnicity8 -0.019932671 -0.027995972 -0.018321833 -0.0343053747
## demo$ethnicity9 -0.016475257 -0.033183666 -0.020317073 -0.0259827144
##                          297          298           299          300
## (Intercept)      0.145324271  0.086012248  0.0971087866  0.078840783
## demo$ethnicity1  0.120437419  0.144519153  0.1234694447  0.125414536
## demo$ethnicity2 -0.051177677  0.003252137 -0.0143349078 -0.011451974
## demo$ethnicity3 -0.068401194 -0.042533987 -0.0767006233 -0.078840783
## demo$ethnicity4  0.006783752 -0.010763081 -0.0002603114 -0.002058778
## demo$ethnicity5 -0.037768333 -0.029675999 -0.0371517031 -0.034681537
## demo$ethnicity6 -0.013640165 -0.014295881 -0.0165871494 -0.016116435
## demo$ethnicity7  0.046165091 -0.012841516  0.0392548498  0.037438287
## demo$ethnicity8 -0.009469929 -0.018321833 -0.0171973534 -0.019223332
## demo$ethnicity9 -0.004084955 -0.020317073 -0.0115078796 -0.013430583
##                           301          302         303          304
## (Intercept)      0.0917075301  0.078840783  0.12967159  0.103987383
## demo$ethnicity1  0.1767914128  0.125414536  0.18043294  0.171953420
## demo$ethnicity2  0.0211327511 -0.011451974  0.03149724  0.008852898
## demo$ethnicity3 -0.0007984392 -0.078840783  0.01318555 -0.013078293
## demo$ethnicity4 -0.0228038020 -0.002058778 -0.01981315 -0.017724356
## demo$ethnicity5 -0.0262540632 -0.034681537 -0.01296631 -0.025195024
## demo$ethnicity6 -0.0125541045 -0.016116435 -0.01635680 -0.017889912
## demo$ethnicity7 -0.0660665045  0.037438287 -0.10264457 -0.037320717
## demo$ethnicity8 -0.0343053747 -0.019223332 -0.01848587 -0.033251895
## demo$ethnicity9 -0.0259827144 -0.013430583 -0.03794227 -0.028262568
##                          305           306          307          308
## (Intercept)      0.114664484  7.803425e-02  0.231998962  0.236346252
## demo$ethnicity1  0.153834459  1.416882e-01  0.174544423  0.170197134
## demo$ethnicity2 -0.001824203  9.102299e-05  0.012252352  0.020808289
## demo$ethnicity3 -0.023755393 -5.675765e-02  0.031158932  0.026811643
## demo$ethnicity4 -0.014974848 -8.915861e-03 -0.027258237 -0.031605526
## demo$ethnicity5 -0.027194876 -3.619957e-02  0.001334156 -0.003013134
## demo$ethnicity6 -0.014259076 -1.420790e-02 -0.023214940 -0.015362015
## demo$ethnicity7 -0.006972176  1.720385e-02 -0.080483811 -0.084831100
## demo$ethnicity8 -0.056611922 -3.962692e-02 -0.025427685 -0.029774975
## demo$ethnicity9 -0.007318046 -1.245409e-02 -0.032108819 -0.023552883
##                          309          310          311           312
## (Intercept)      0.130924662  0.107638568  0.078840783  0.2314252544
## demo$ethnicity1  0.179179868  0.181176493  0.125414536  0.1491415473
## demo$ethnicity2  0.007387026  0.028798349 -0.011451974  0.0178937955
## demo$ethnicity3  0.011932481  0.008640502 -0.078840783 -0.0006560236
## demo$ethnicity4 -0.021066213 -0.018736031 -0.002058778 -0.0275171936
## demo$ethnicity5 -0.019024181 -0.017760194 -0.034681537 -0.0009215616
## demo$ethnicity6 -0.017673375 -0.011698762 -0.016116435 -0.0209613529
## demo$ethnicity7 -0.060654392 -0.107638568  0.037438287 -0.0667193720
## demo$ethnicity8 -0.033414156 -0.024012194 -0.019223332  0.0156424148
## demo$ethnicity9 -0.027766767 -0.029199888 -0.013430583 -0.0407727818
## 
## $f.perms
##               [,1]
##    [1,]  1.2796853
##    [2,]  0.9549210
##    [3,]  0.9266025
##    [4,]  0.7004370
##    [5,]  2.9463421
##    [6,]  0.5211369
##    [7,]  2.3967157
##    [8,]  0.5102878
##    [9,]  1.0852358
##   [10,]  0.7274931
##   [11,]  0.9041000
##   [12,]  2.1548654
##   [13,]  0.2387435
##   [14,]  0.9013533
##   [15,]  0.6665139
##   [16,]  1.2013514
##   [17,]  0.7301387
##   [18,]  0.4175517
##   [19,]  0.2296000
##   [20,]  0.5424586
##   [21,]  1.7243073
##   [22,]  0.4039411
##   [23,]  0.6952523
##   [24,]  0.4032672
##   [25,]  0.5980508
##   [26,]  0.8665327
##   [27,]  0.5749003
##   [28,]  1.0290020
##   [29,]  0.4420064
##   [30,]  0.1160461
##   [31,]  0.5525948
##   [32,]  0.7510655
##   [33,]  1.3290285
##   [34,]  0.3647247
##   [35,]  1.1598610
##   [36,]  0.7629660
##   [37,]  0.5999266
##   [38,]  2.9441810
##   [39,]  0.6129042
##   [40,]  1.5267987
##   [41,]  1.0265874
##   [42,]  0.9552756
##   [43,]  0.6067218
##   [44,]  1.2252773
##   [45,]  1.6360266
##   [46,]  1.0886467
##   [47,]  0.9333427
##   [48,]  0.6439359
##   [49,]  0.4553523
##   [50,]  0.3925265
##   [51,]  4.0125301
##   [52,]  0.3541673
##   [53,]  1.1242357
##   [54,]  0.6969750
##   [55,]  0.5022332
##   [56,]  0.6579350
##   [57,]  0.5048078
##   [58,]  0.4031449
##   [59,]  0.7177048
##   [60,]  0.6360473
##   [61,]  0.1343944
##   [62,]  0.2439395
##   [63,]  0.9510035
##   [64,]  0.3865339
##   [65,]  1.5028528
##   [66,]  0.6775910
##   [67,]  0.7874901
##   [68,]  0.3909714
##   [69,]  2.5292816
##   [70,]  1.4657279
##   [71,]  0.6778876
##   [72,]  0.8406858
##   [73,]  0.5464866
##   [74,]  1.5257704
##   [75,]  1.2341922
##   [76,]  1.7576714
##   [77,]  0.8816532
##   [78,]  0.6032060
##   [79,]  0.5841293
##   [80,]  1.2941909
##   [81,]  0.6388709
##   [82,]  2.4077456
##   [83,]  0.4392997
##   [84,]  0.3542735
##   [85,]  1.2195791
##   [86,]  0.4783078
##   [87,]  0.6706096
##   [88,]  0.6951786
##   [89,]  1.0551673
##   [90,]  2.0320442
##   [91,]  0.7697692
##   [92,]  1.2270310
##   [93,]  1.3005247
##   [94,]  0.9630458
##   [95,]  0.5935119
##   [96,]  0.9253218
##   [97,]  1.5050254
##   [98,]  0.4838733
##   [99,]  2.1848227
##  [100,]  2.6183463
##  [101,]  0.6756078
##  [102,]  1.3675163
##  [103,]  0.8952035
##  [104,]  1.4752687
##  [105,]  1.2844582
##  [106,]  0.2692034
##  [107,]  0.3665171
##  [108,]  2.0242867
##  [109,]  0.5369982
##  [110,]  0.4824041
##  [111,]  1.2566348
##  [112,]  0.3582208
##  [113,]  0.9299734
##  [114,]  0.4365090
##  [115,]  3.0724866
##  [116,]  1.0674751
##  [117,]  0.8331570
##  [118,]  0.4782455
##  [119,]  0.5002083
##  [120,]  0.1922583
##  [121,]  0.3544693
##  [122,]  1.4433107
##  [123,]  1.1060117
##  [124,]  0.6281024
##  [125,]  1.1447643
##  [126,]  0.3588557
##  [127,]  0.5758312
##  [128,]  0.5345449
##  [129,]  0.6288988
##  [130,]  1.0781965
##  [131,]  1.1673462
##  [132,]  0.5947785
##  [133,]  0.4283359
##  [134,]  0.6209106
##  [135,]  0.2489739
##  [136,]  1.0116412
##  [137,]  0.3516534
##  [138,]  1.2458348
##  [139,]  1.7572569
##  [140,]  0.4364392
##  [141,]  0.7519128
##  [142,]  1.3547077
##  [143,]  1.5192123
##  [144,]  1.1048474
##  [145,]  1.0472317
##  [146,]  0.8360137
##  [147,]  0.6581910
##  [148,]  0.6357439
##  [149,]  0.7700749
##  [150,]  0.4919960
##  [151,]  1.2631576
##  [152,]  0.2929988
##  [153,]  4.0461113
##  [154,]  4.5328322
##  [155,]  0.8823059
##  [156,]  1.4847046
##  [157,]  0.7476419
##  [158,]  1.2262192
##  [159,]  0.2348856
##  [160,]  0.1595788
##  [161,]  0.3687342
##  [162,]  2.1706578
##  [163,]  0.9026734
##  [164,]  1.2673476
##  [165,]  0.9602936
##  [166,]  0.9058175
##  [167,]  0.7144267
##  [168,]  0.6022343
##  [169,]  1.0278046
##  [170,]  0.6941174
##  [171,]  0.5058669
##  [172,]  0.3157572
##  [173,]  5.4099006
##  [174,]  0.6535945
##  [175,]  0.5939856
##  [176,]  0.1570583
##  [177,]  0.6135702
##  [178,]  1.0676263
##  [179,]  0.4481707
##  [180,]  0.6398151
##  [181,]  2.6144806
##  [182,]  0.4526878
##  [183,]  0.6294131
##  [184,]  0.8607268
##  [185,]  0.5371311
##  [186,]  0.2720768
##  [187,]  1.2041572
##  [188,]  0.5540872
##  [189,]  0.6218545
##  [190,]  0.3421369
##  [191,]  0.3374441
##  [192,]  1.0250974
##  [193,]  1.2920734
##  [194,]  0.4690379
##  [195,]  1.7162864
##  [196,]  0.7176266
##  [197,]  0.4367514
##  [198,]  0.6331014
##  [199,]  0.7929369
##  [200,]  0.8304033
##  [201,]  1.0401649
##  [202,]  0.5810915
##  [203,]  0.7439146
##  [204,]  0.6864706
##  [205,]  0.3707078
##  [206,]  0.4492675
##  [207,]  0.4784259
##  [208,]  0.8835974
##  [209,]  0.5255900
##  [210,]  1.6755557
##  [211,]  0.5477718
##  [212,]  0.8294528
##  [213,]  0.8469047
##  [214,]  0.6688275
##  [215,]  0.6344876
##  [216,]  0.9437242
##  [217,]  0.4330860
##  [218,]  0.8888955
##  [219,]  0.5425332
##  [220,]  0.9727839
##  [221,]  1.2145331
##  [222,]  0.7021445
##  [223,]  0.5940162
##  [224,]  0.4782332
##  [225,]  1.7275812
##  [226,]  1.5074739
##  [227,]  0.7881859
##  [228,]  0.5301847
##  [229,]  0.5677257
##  [230,]  2.6756291
##  [231,]  2.0077732
##  [232,]  1.1719321
##  [233,]  1.3239802
##  [234,]  1.7502791
##  [235,]  0.3481498
##  [236,]  0.3940777
##  [237,]  0.4780609
##  [238,]  0.3966720
##  [239,]  1.1876137
##  [240,]  2.3199951
##  [241,]  0.3121485
##  [242,]  0.5900560
##  [243,]  0.9080843
##  [244,]  0.9666338
##  [245,]  0.6698202
##  [246,]  0.4330546
##  [247,]  0.7921597
##  [248,]  0.4433502
##  [249,]  0.8264001
##  [250,]  1.0847327
##  [251,]  0.8734881
##  [252,]  0.8961030
##  [253,]  1.0941691
##  [254,]  0.3432287
##  [255,]  0.4935935
##  [256,]  1.8951901
##  [257,]  2.1804842
##  [258,]  0.4141418
##  [259,]  0.3827942
##  [260,]  0.5938238
##  [261,]  0.7865819
##  [262,]  1.2661776
##  [263,]  1.4558200
##  [264,]  0.7560225
##  [265,]  2.9340365
##  [266,]  0.8106288
##  [267,]  0.3510155
##  [268,]  0.2699880
##  [269,]  0.8698328
##  [270,]  0.4829312
##  [271,]  0.2499008
##  [272,]  0.2408819
##  [273,]  0.5098780
##  [274,]  0.7636906
##  [275,]  1.3710949
##  [276,]  1.4273153
##  [277,]  0.4725666
##  [278,]  1.0339799
##  [279,]  0.7993844
##  [280,]  0.7592828
##  [281,]  0.3814895
##  [282,]  1.0068820
##  [283,]  0.6657645
##  [284,]  1.5734915
##  [285,]  0.4592807
##  [286,]  0.9616505
##  [287,]  1.2007733
##  [288,]  0.6786703
##  [289,]  0.5640785
##  [290,]  1.0240598
##  [291,]  2.9592526
##  [292,]  0.8234068
##  [293,]  1.2237992
##  [294,]  0.6812478
##  [295,]  0.3340493
##  [296,]  1.0419038
##  [297,]  1.1376403
##  [298,]  1.0846452
##  [299,]  0.5851331
##  [300,]  0.7800883
##  [301,]  0.5362233
##  [302,]  0.6554509
##  [303,]  0.6498730
##  [304,]  0.4040633
##  [305,]  0.6184738
##  [306,]  0.5193243
##  [307,]  0.8946405
##  [308,]  0.7491182
##  [309,]  0.3110976
##  [310,]  0.4842185
##  [311,]  1.7514245
##  [312,]  0.2781194
##  [313,]  0.9530803
##  [314,]  1.2096293
##  [315,]  0.2785587
##  [316,]  0.7346487
##  [317,]  0.7887840
##  [318,]  1.1398657
##  [319,]  0.7300233
##  [320,]  2.2738721
##  [321,]  1.4756363
##  [322,]  0.8294521
##  [323,]  1.7271354
##  [324,]  0.8919724
##  [325,]  3.8633488
##  [326,]  1.6032189
##  [327,]  0.6617192
##  [328,]  1.2265643
##  [329,]  0.6301805
##  [330,]  0.6405277
##  [331,]  0.8435951
##  [332,]  1.5847647
##  [333,]  0.7279874
##  [334,]  0.7699239
##  [335,]  1.6731555
##  [336,]  1.0624990
##  [337,]  0.5210756
##  [338,]  0.6508870
##  [339,]  0.2928306
##  [340,]  0.2717610
##  [341,]  1.1830033
##  [342,]  0.9232098
##  [343,]  0.5969640
##  [344,]  0.9828446
##  [345,]  0.3513105
##  [346,]  0.9161183
##  [347,]  0.7129860
##  [348,]  1.7304954
##  [349,]  0.8943337
##  [350,]  0.6248929
##  [351,]  0.3597228
##  [352,]  0.4508444
##  [353,]  0.9234282
##  [354,]  0.9354870
##  [355,]  0.5110187
##  [356,]  0.8759728
##  [357,]  0.5028544
##  [358,]  1.1148346
##  [359,] 10.0903405
##  [360,]  0.6711633
##  [361,]  0.7667436
##  [362,]  3.8753415
##  [363,]  1.2257074
##  [364,]  0.6555136
##  [365,]  1.3312797
##  [366,]  1.0184591
##  [367,]  0.9111463
##  [368,]  1.3580230
##  [369,]  0.5592181
##  [370,]  0.3903785
##  [371,]  0.1768398
##  [372,]  0.6992353
##  [373,]  0.4819068
##  [374,]  1.5847661
##  [375,]  0.3698583
##  [376,]  1.5851040
##  [377,]  0.4420014
##  [378,]  0.2829190
##  [379,]  1.0983358
##  [380,]  1.0668455
##  [381,]  0.4481321
##  [382,]  0.3665847
##  [383,]  1.6638778
##  [384,]  1.1534820
##  [385,]  4.2495197
##  [386,]  4.9777691
##  [387,]  0.9256524
##  [388,]  0.6891465
##  [389,]  0.7248279
##  [390,]  0.3931440
##  [391,]  3.7756082
##  [392,]  0.4231052
##  [393,]  0.9267588
##  [394,]  2.8998172
##  [395,]  0.6252720
##  [396,]  4.3177514
##  [397,]  0.6466355
##  [398,]  0.3868974
##  [399,]  0.4794113
##  [400,]  0.5955702
##  [401,]  1.5461316
##  [402,]  0.6800243
##  [403,]  1.8248551
##  [404,]  0.3141034
##  [405,]  1.6268016
##  [406,]  0.3882031
##  [407,]  0.2113252
##  [408,]  0.6804795
##  [409,]  0.8010817
##  [410,]  0.6033320
##  [411,]  1.3685938
##  [412,]  0.3863267
##  [413,]  0.7574645
##  [414,]  1.5649182
##  [415,]  1.1575045
##  [416,]  0.3184842
##  [417,]  0.2948865
##  [418,]  1.2026880
##  [419,]  0.4240884
##  [420,]  1.3943961
##  [421,]  1.3143997
##  [422,]  0.4415477
##  [423,]  0.3050892
##  [424,]  0.9433932
##  [425,]  0.1449934
##  [426,]  1.0106923
##  [427,]  1.2268860
##  [428,]  0.6115327
##  [429,]  1.2657137
##  [430,]  0.7000342
##  [431,]  0.3539139
##  [432,]  0.2381052
##  [433,]  0.4029430
##  [434,]  0.3619946
##  [435,]  2.4981723
##  [436,]  0.5205862
##  [437,]  1.6054989
##  [438,]  0.7574179
##  [439,]  0.4573978
##  [440,]  0.2871251
##  [441,]  1.2971697
##  [442,]  0.7159378
##  [443,]  0.5893804
##  [444,]  4.4045407
##  [445,]  0.5784098
##  [446,]  0.5500393
##  [447,]  0.3118713
##  [448,]  0.7041562
##  [449,]  0.8282190
##  [450,]  0.5849769
##  [451,]  0.4697116
##  [452,]  0.5167767
##  [453,]  0.9138693
##  [454,]  0.5035011
##  [455,]  1.1947871
##  [456,]  0.9741364
##  [457,]  0.3465346
##  [458,]  0.6374836
##  [459,]  0.5979548
##  [460,]  0.9422244
##  [461,]  0.2978179
##  [462,]  0.4280476
##  [463,]  0.9051722
##  [464,]  0.3554767
##  [465,]  0.8844481
##  [466,]  0.4322729
##  [467,]  0.4309912
##  [468,]  0.6856741
##  [469,]  1.2275709
##  [470,]  1.3958407
##  [471,]  1.5362857
##  [472,]  1.1610810
##  [473,]  0.2683675
##  [474,]  0.4569897
##  [475,]  0.4901249
##  [476,]  1.9565981
##  [477,]  0.7476050
##  [478,]  1.1143814
##  [479,]  0.6766222
##  [480,]  0.6673478
##  [481,]  0.5184605
##  [482,]  1.8819363
##  [483,]  9.8988758
##  [484,]  0.5559644
##  [485,]  2.2135103
##  [486,]  1.5675246
##  [487,]  0.4869244
##  [488,]  1.5373808
##  [489,]  0.6251479
##  [490,]  0.2409495
##  [491,]  0.6763324
##  [492,]  2.1206542
##  [493,]  1.0640782
##  [494,]  1.1543183
##  [495,]  1.7958681
##  [496,]  0.6767283
##  [497,]  1.7125964
##  [498,]  0.8633566
##  [499,]  1.1640638
##  [500,]  0.9235792
##  [501,]  2.2017183
##  [502,]  1.0081946
##  [503,]  2.5478078
##  [504,]  0.9503577
##  [505,]  0.8265662
##  [506,]  1.0439671
##  [507,]  0.7764087
##  [508,]  0.8939123
##  [509,]  0.2744116
##  [510,]  0.7323707
##  [511,]  0.6680508
##  [512,]  5.2763350
##  [513,]  0.4677086
##  [514,]  0.8650951
##  [515,]  8.5085082
##  [516,]  0.4977520
##  [517,]  0.2470956
##  [518,]  0.7256049
##  [519,]  0.7474675
##  [520,]  0.3982726
##  [521,]  0.5710801
##  [522,]  0.3503267
##  [523,]  0.8535821
##  [524,]  0.5456218
##  [525,]  0.4571491
##  [526,]  0.5706243
##  [527,]  0.4731302
##  [528,]  0.5401749
##  [529,]  0.3790834
##  [530,]  0.8145074
##  [531,]  0.9474853
##  [532,]  0.5338987
##  [533,]  0.4086301
##  [534,]  0.4399649
##  [535,]  0.3351035
##  [536,]  1.4559743
##  [537,]  0.7063298
##  [538,]  2.1274130
##  [539,]  0.7352318
##  [540,]  0.8968876
##  [541,]  0.7910037
##  [542,]  1.5504176
##  [543,]  1.4990625
##  [544,]  0.8290392
##  [545,]  0.3750167
##  [546,]  0.7756068
##  [547,]  2.4932010
##  [548,]  2.9640207
##  [549,]  0.3354499
##  [550,]  0.7792241
##  [551,]  0.9427718
##  [552,]  0.3002183
##  [553,]  0.6233060
##  [554,]  0.6142928
##  [555,]  1.1236553
##  [556,]  0.4746471
##  [557,]  0.8336775
##  [558,]  0.7229271
##  [559,]  0.3737924
##  [560,]  0.4946830
##  [561,]  1.1035247
##  [562,]  0.7199765
##  [563,]  0.7055581
##  [564,]  0.5464722
##  [565,]  0.6828555
##  [566,]  0.5363833
##  [567,]  0.6951826
##  [568,]  0.3211313
##  [569,]  0.3417158
##  [570,]  0.6059335
##  [571,]  4.4548532
##  [572,]  0.5170670
##  [573,]  0.6461799
##  [574,]  1.3694469
##  [575,]  0.6899687
##  [576,]  1.3546440
##  [577,]  0.7555275
##  [578,]  0.3105317
##  [579,]  0.6322282
##  [580,]  0.3986190
##  [581,]  0.9876663
##  [582,]  0.5731724
##  [583,]  0.6695198
##  [584,]  1.1640101
##  [585,]  0.4558330
##  [586,]  0.7412724
##  [587,]  1.1061797
##  [588,]  1.4163293
##  [589,]  0.6778452
##  [590,]  1.6805403
##  [591,]  1.4686812
##  [592,]  0.4118809
##  [593,]  1.1475347
##  [594,]  0.5873072
##  [595,]  0.5461034
##  [596,]  0.6773307
##  [597,]  0.7688922
##  [598,]  0.5653657
##  [599,]  1.2073729
##  [600,]  0.9680132
##  [601,]  0.3259767
##  [602,]  0.6411451
##  [603,]  0.7810722
##  [604,]  0.5248340
##  [605,]  0.5389667
##  [606,]  0.4011512
##  [607,]  1.2300347
##  [608,]  0.3801495
##  [609,]  0.5346477
##  [610,]  0.7274718
##  [611,]  1.2332125
##  [612,]  0.7062021
##  [613,]  1.1485780
##  [614,]  0.3383471
##  [615,]  0.6037342
##  [616,]  0.8290951
##  [617,]  0.6712468
##  [618,]  0.9191170
##  [619,]  0.4439858
##  [620,]  2.0757573
##  [621,]  0.4319918
##  [622,]  2.3078113
##  [623,]  1.8477875
##  [624,]  1.0319820
##  [625,]  0.3047817
##  [626,]  1.1453767
##  [627,]  3.2227136
##  [628,]  0.5647453
##  [629,]  0.4075563
##  [630,]  0.2915027
##  [631,]  4.2836142
##  [632,]  0.9598826
##  [633,]  0.6820636
##  [634,]  0.7460601
##  [635,]  0.5956755
##  [636,]  0.5083697
##  [637,]  0.6443528
##  [638,]  1.2055491
##  [639,]  1.4764520
##  [640,]  0.7223927
##  [641,]  0.3126940
##  [642,]  0.4296478
##  [643,]  1.2149618
##  [644,]  0.6891668
##  [645,]  1.1843096
##  [646,]  0.9796388
##  [647,]  1.7309792
##  [648,]  1.0009121
##  [649,]  0.4452589
##  [650,]  0.5173755
##  [651,]  1.9697357
##  [652,]  0.9854255
##  [653,]  1.6245656
##  [654,]  1.6883803
##  [655,]  0.2826038
##  [656,]  0.6509716
##  [657,]  0.5641249
##  [658,]  0.9154022
##  [659,]  0.6860489
##  [660,]  0.5155489
##  [661,]  0.3399962
##  [662,]  0.8775270
##  [663,]  0.6484534
##  [664,]  0.2128590
##  [665,]  0.4743630
##  [666,]  3.8411110
##  [667,]  1.2918970
##  [668,]  0.4152340
##  [669,]  1.1865583
##  [670,]  1.3338625
##  [671,]  1.1830951
##  [672,]  0.8859780
##  [673,]  1.4612004
##  [674,]  0.3957891
##  [675,]  0.5320343
##  [676,]  1.2171979
##  [677,]  0.8202818
##  [678,]  1.8112332
##  [679,]  1.2057443
##  [680,]  0.8124632
##  [681,]  1.4191936
##  [682,]  0.3210769
##  [683,]  0.6887754
##  [684,]  1.8379855
##  [685,]  1.8460506
##  [686,]  2.6690938
##  [687,]  1.4059050
##  [688,]  0.6355668
##  [689,]  1.6866968
##  [690,]  0.4282613
##  [691,]  0.6501442
##  [692,]  0.5306063
##  [693,]  0.3325781
##  [694,]  0.6575495
##  [695,]  1.2566824
##  [696,]  0.6194675
##  [697,]  0.4133080
##  [698,]  0.4861788
##  [699,]  0.3442672
##  [700,]  1.4270459
##  [701,]  1.6138142
##  [702,]  0.2834626
##  [703,]  0.7855282
##  [704,]  1.0697863
##  [705,]  0.4855166
##  [706,]  0.9079950
##  [707,]  0.2888232
##  [708,]  0.7187228
##  [709,]  0.4132840
##  [710,]  0.8263529
##  [711,]  0.3567297
##  [712,]  1.8464710
##  [713,]  0.7318521
##  [714,]  0.9258318
##  [715,]  0.8993891
##  [716,]  0.5763474
##  [717,]  0.2561895
##  [718,]  1.0136905
##  [719,]  1.9175016
##  [720,]  5.0438974
##  [721,]  1.7502446
##  [722,]  0.9538233
##  [723,]  0.3017739
##  [724,]  0.4002923
##  [725,]  1.1074633
##  [726,]  0.8150452
##  [727,]  0.4815806
##  [728,]  1.7770829
##  [729,]  0.3499176
##  [730,]  0.3386180
##  [731,]  0.4021776
##  [732,]  1.0457193
##  [733,]  0.5609249
##  [734,]  1.4159231
##  [735,]  0.3910085
##  [736,]  0.7504029
##  [737,]  0.6564454
##  [738,]  1.3664446
##  [739,]  0.4960471
##  [740,]  0.2282638
##  [741,]  0.8949671
##  [742,]  0.5433794
##  [743,]  0.4246750
##  [744,]  0.2962701
##  [745,]  0.9813817
##  [746,]  0.5352855
##  [747,]  1.3685501
##  [748,]  0.5165450
##  [749,]  1.4604487
##  [750,]  0.6516865
##  [751,]  0.5988835
##  [752,]  0.8030762
##  [753,]  0.8889839
##  [754,]  0.5432300
##  [755,]  0.5440631
##  [756,]  0.5847528
##  [757,]  1.7598911
##  [758,]  0.7673993
##  [759,]  1.5626409
##  [760,]  0.3475461
##  [761,]  1.1206357
##  [762,]  0.3996760
##  [763,]  0.4450491
##  [764,]  0.8754218
##  [765,]  0.4017347
##  [766,]  0.2937451
##  [767,]  0.3063123
##  [768,]  0.7854179
##  [769,]  0.3681221
##  [770,]  3.4839500
##  [771,]  1.3033802
##  [772,]  0.3621339
##  [773,]  0.6282605
##  [774,]  0.8916999
##  [775,]  0.6473178
##  [776,]  0.2393082
##  [777,]  0.6993810
##  [778,]  0.3853808
##  [779,]  0.8579267
##  [780,]  0.9550103
##  [781,]  2.2960991
##  [782,]  3.0089537
##  [783,]  0.8630006
##  [784,]  0.2693161
##  [785,]  1.0652333
##  [786,]  1.0426787
##  [787,]  0.4906391
##  [788,]  0.4693064
##  [789,]  0.2206403
##  [790,]  1.0020989
##  [791,]  0.4156109
##  [792,]  2.3488006
##  [793,]  1.7498935
##  [794,]  1.4225873
##  [795,]  0.7027308
##  [796,]  0.5506958
##  [797,]  0.3483683
##  [798,]  0.6396376
##  [799,]  0.4674638
##  [800,]  0.3642377
##  [801,]  0.5443324
##  [802,]  0.5851828
##  [803,]  1.0229217
##  [804,]  2.0486051
##  [805,]  0.6888942
##  [806,]  0.5506391
##  [807,]  1.3579863
##  [808,]  2.0252559
##  [809,]  4.2966328
##  [810,]  0.5603119
##  [811,]  0.4615292
##  [812,]  2.5135132
##  [813,]  0.6684459
##  [814,]  0.7296465
##  [815,]  1.4437628
##  [816,]  1.4196332
##  [817,]  0.4609820
##  [818,]  0.6391979
##  [819,]  0.7278160
##  [820,]  9.9914593
##  [821,]  0.9081933
##  [822,]  1.3431563
##  [823,]  0.5460064
##  [824,]  0.5022662
##  [825,]  0.5922803
##  [826,]  0.3946253
##  [827,]  1.3861030
##  [828,]  0.3634534
##  [829,]  0.8258350
##  [830,]  0.5455913
##  [831,]  1.0912893
##  [832,]  0.6675927
##  [833,]  0.7227204
##  [834,]  1.0679000
##  [835,]  1.4933860
##  [836,]  0.4343131
##  [837,]  0.6543518
##  [838,]  4.8156873
##  [839,]  0.2312279
##  [840,]  0.4478895
##  [841,]  0.8277930
##  [842,]  0.2928686
##  [843,]  0.3449956
##  [844,]  0.5403727
##  [845,]  0.7682544
##  [846,]  1.0528272
##  [847,]  1.0326379
##  [848,]  2.0186759
##  [849,]  1.2186692
##  [850,]  0.3756041
##  [851,]  0.8054329
##  [852,]  0.8985127
##  [853,]  0.3165769
##  [854,]  0.5143328
##  [855,]  1.2165936
##  [856,]  0.5960448
##  [857,]  0.2648013
##  [858,]  0.5390992
##  [859,]  1.1866670
##  [860,]  0.5117369
##  [861,]  1.8900594
##  [862,]  0.8208207
##  [863,]  0.4870462
##  [864,]  0.5035193
##  [865,]  0.2447492
##  [866,]  0.6945521
##  [867,]  0.7650377
##  [868,]  0.6919401
##  [869,]  1.0772097
##  [870,]  0.9719654
##  [871,]  0.3315008
##  [872,]  0.6040721
##  [873,]  0.3911752
##  [874,]  0.2834179
##  [875,]  0.3187813
##  [876,]  0.7571468
##  [877,]  0.9335352
##  [878,]  1.1246745
##  [879,]  1.0598673
##  [880,]  0.8558673
##  [881,]  0.9548366
##  [882,]  0.8291338
##  [883,]  1.6467918
##  [884,]  0.9239399
##  [885,]  1.6147233
##  [886,]  0.8226056
##  [887,]  0.6659286
##  [888,]  0.6255042
##  [889,]  1.0116129
##  [890,]  3.4667888
##  [891,]  0.2345870
##  [892,]  0.8626828
##  [893,]  0.8509242
##  [894,]  0.4888783
##  [895,]  0.3249719
##  [896,]  0.2046120
##  [897,]  0.2809701
##  [898,]  0.3236779
##  [899,]  4.1043220
##  [900,]  0.6211003
##  [901,]  0.5281400
##  [902,]  0.3364847
##  [903,]  1.0558743
##  [904,]  0.4683632
##  [905,]  0.4021267
##  [906,]  0.4471245
##  [907,]  0.5612812
##  [908,]  1.6540847
##  [909,]  0.3361351
##  [910,]  0.5794250
##  [911,]  0.8099520
##  [912,]  0.4207579
##  [913,]  0.5072142
##  [914,]  0.3256698
##  [915,]  0.9603644
##  [916,]  0.5738966
##  [917,]  0.9900346
##  [918,]  0.2443178
##  [919,]  0.4951072
##  [920,]  0.4451408
##  [921,]  0.9570401
##  [922,]  0.2439568
##  [923,]  1.0390629
##  [924,]  0.5843298
##  [925,]  0.4022749
##  [926,]  0.3881020
##  [927,]  0.3385406
##  [928,]  0.9596401
##  [929,]  0.3894278
##  [930,]  0.7893024
##  [931,]  1.5844950
##  [932,]  2.1585975
##  [933,]  0.2622794
##  [934,]  2.6759691
##  [935,]  0.4876351
##  [936,]  0.5159019
##  [937,]  0.3976700
##  [938,]  0.6352137
##  [939,]  0.2667123
##  [940,]  0.9645617
##  [941,]  0.4194464
##  [942,]  0.3764680
##  [943,]  0.5178324
##  [944,]  0.9296017
##  [945,]  0.8897682
##  [946,]  1.0131883
##  [947,]  4.5650226
##  [948,]  0.9236113
##  [949,]  1.7416225
##  [950,] 10.0577071
##  [951,]  0.8400416
##  [952,]  1.0131335
##  [953,]  0.6845154
##  [954,]  0.7964924
##  [955,]  0.4627489
##  [956,]  1.8221657
##  [957,]  0.3274162
##  [958,]  0.3892070
##  [959,]  0.4909905
##  [960,]  0.3538229
##  [961,]  0.4336489
##  [962,] 10.5893053
##  [963,]  0.7033764
##  [964,]  0.4522747
##  [965,]  1.2572810
##  [966,]  0.7986977
##  [967,]  0.4628273
##  [968,]  1.0388606
##  [969,]  0.7712010
##  [970,]  0.4348598
##  [971,]  0.5404044
##  [972,]  0.6981342
##  [973,]  0.8384785
##  [974,]  2.1321667
##  [975,]  0.7367052
##  [976,]  0.6777064
##  [977,]  1.0102295
##  [978,]  1.0696968
##  [979,]  0.8602036
##  [980,]  0.5860432
##  [981,]  1.3517035
##  [982,]  0.6833153
##  [983,]  0.7672879
##  [984,]  0.5654279
##  [985,]  0.7118192
##  [986,]  0.8342155
##  [987,]  4.2240814
##  [988,]  4.4784851
##  [989,]  0.8677138
##  [990,]  0.2648114
##  [991,]  0.5851056
##  [992,]  0.3647644
##  [993,]  0.7657538
##  [994,]  0.7223475
##  [995,]  0.5632924
##  [996,]  0.9687960
##  [997,]  2.2508247
##  [998,]  2.2884565
##  [999,]  0.4917179
## 
## $model.matrix
##     (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1             1               0               0               0               0
## 2             1               0               0               0               0
## 3             1              -1              -1              -1              -1
## 4             1              -1              -1              -1              -1
## 5             1              -1              -1              -1              -1
## 6             1              -1              -1              -1              -1
## 7             1               0               0               0               0
## 8             1              -1              -1              -1              -1
## 9             1              -1              -1              -1              -1
## 10            1              -1              -1              -1              -1
## 11            1              -1              -1              -1              -1
## 12            1              -1              -1              -1              -1
## 13            1              -1              -1              -1              -1
## 14            1              -1              -1              -1              -1
## 15            1              -1              -1              -1              -1
## 16            1              -1              -1              -1              -1
## 17            1               0               0               0               0
## 18            1              -1              -1              -1              -1
## 19            1               0               0               1               0
## 20            1               0               0               0               0
## 21            1              -1              -1              -1              -1
## 22            1              -1              -1              -1              -1
## 23            1              -1              -1              -1              -1
## 24            1               0               0               0               0
## 25            1              -1              -1              -1              -1
## 26            1               1               0               0               0
## 27            1              -1              -1              -1              -1
## 28            1              -1              -1              -1              -1
## 29            1               1               0               0               0
## 30            1              -1              -1              -1              -1
## 31            1              -1              -1              -1              -1
## 32            1               0               0               0               0
## 33            1              -1              -1              -1              -1
## 34            1               0               0               0               0
## 35            1               0               0               0               0
## 36            1              -1              -1              -1              -1
## 37            1               0               0               0               1
## 38            1              -1              -1              -1              -1
## 39            1              -1              -1              -1              -1
## 40            1              -1              -1              -1              -1
## 41            1               0               0               0               0
## 42            1               0               0               0               0
## 43            1              -1              -1              -1              -1
## 44            1              -1              -1              -1              -1
## 45            1              -1              -1              -1              -1
## 46            1              -1              -1              -1              -1
## 47            1               0               1               0               0
## 48            1              -1              -1              -1              -1
## 49            1              -1              -1              -1              -1
## 50            1              -1              -1              -1              -1
## 51            1               1               0               0               0
## 52            1              -1              -1              -1              -1
## 53            1              -1              -1              -1              -1
## 54            1               1               0               0               0
## 55            1              -1              -1              -1              -1
## 56            1              -1              -1              -1              -1
## 57            1              -1              -1              -1              -1
## 58            1              -1              -1              -1              -1
## 59            1              -1              -1              -1              -1
## 60            1              -1              -1              -1              -1
## 61            1              -1              -1              -1              -1
## 62            1              -1              -1              -1              -1
## 63            1              -1              -1              -1              -1
## 64            1              -1              -1              -1              -1
## 65            1              -1              -1              -1              -1
## 66            1               0               0               0               0
## 67            1              -1              -1              -1              -1
## 68            1              -1              -1              -1              -1
## 69            1              -1              -1              -1              -1
## 70            1               0               0               0               0
## 71            1              -1              -1              -1              -1
## 72            1              -1              -1              -1              -1
## 73            1              -1              -1              -1              -1
## 74            1              -1              -1              -1              -1
## 75            1              -1              -1              -1              -1
## 76            1              -1              -1              -1              -1
## 77            1              -1              -1              -1              -1
## 78            1              -1              -1              -1              -1
## 79            1              -1              -1              -1              -1
## 80            1              -1              -1              -1              -1
## 81            1              -1              -1              -1              -1
## 82            1              -1              -1              -1              -1
## 83            1              -1              -1              -1              -1
## 84            1              -1              -1              -1              -1
## 85            1              -1              -1              -1              -1
## 86            1               0               0               0               0
## 87            1              -1              -1              -1              -1
## 88            1              -1              -1              -1              -1
## 89            1              -1              -1              -1              -1
## 90            1               0               0               0               1
## 91            1              -1              -1              -1              -1
## 92            1              -1              -1              -1              -1
## 93            1              -1              -1              -1              -1
## 94            1              -1              -1              -1              -1
## 95            1              -1              -1              -1              -1
## 96            1              -1              -1              -1              -1
## 97            1               0               0               0               0
## 98            1               0               0               0               0
## 99            1              -1              -1              -1              -1
## 100           1              -1              -1              -1              -1
## 101           1              -1              -1              -1              -1
## 102           1              -1              -1              -1              -1
## 103           1               0               0               0               1
## 104           1              -1              -1              -1              -1
## 105           1              -1              -1              -1              -1
## 106           1              -1              -1              -1              -1
## 107           1              -1              -1              -1              -1
## 108           1              -1              -1              -1              -1
## 109           1               1               0               0               0
## 110           1              -1              -1              -1              -1
## 111           1              -1              -1              -1              -1
## 112           1              -1              -1              -1              -1
## 113           1               0               0               0               0
## 114           1              -1              -1              -1              -1
## 115           1              -1              -1              -1              -1
## 116           1               0               0               0               0
## 117           1              -1              -1              -1              -1
## 118           1              -1              -1              -1              -1
## 119           1              -1              -1              -1              -1
## 120           1              -1              -1              -1              -1
## 121           1              -1              -1              -1              -1
## 122           1              -1              -1              -1              -1
## 123           1               0               0               0               1
## 124           1               0               0               0               0
## 125           1               0               0               0               0
## 126           1              -1              -1              -1              -1
## 127           1              -1              -1              -1              -1
## 128           1              -1              -1              -1              -1
## 129           1               0               0               0               0
## 130           1              -1              -1              -1              -1
## 131           1               0               0               0               1
## 132           1              -1              -1              -1              -1
## 133           1              -1              -1              -1              -1
## 134           1              -1              -1              -1              -1
## 135           1              -1              -1              -1              -1
## 136           1              -1              -1              -1              -1
## 137           1              -1              -1              -1              -1
## 138           1              -1              -1              -1              -1
## 139           1              -1              -1              -1              -1
## 140           1              -1              -1              -1              -1
## 141           1               0               0               0               0
## 142           1              -1              -1              -1              -1
## 143           1               0               0               0               0
## 144           1              -1              -1              -1              -1
## 145           1              -1              -1              -1              -1
## 146           1              -1              -1              -1              -1
## 147           1              -1              -1              -1              -1
## 148           1              -1              -1              -1              -1
## 149           1              -1              -1              -1              -1
## 150           1              -1              -1              -1              -1
## 151           1               0               0               0               0
## 152           1              -1              -1              -1              -1
## 153           1              -1              -1              -1              -1
## 154           1              -1              -1              -1              -1
## 155           1              -1              -1              -1              -1
## 156           1              -1              -1              -1              -1
## 157           1              -1              -1              -1              -1
## 158           1              -1              -1              -1              -1
## 159           1              -1              -1              -1              -1
## 160           1              -1              -1              -1              -1
## 161           1              -1              -1              -1              -1
## 162           1               0               0               0               0
## 163           1              -1              -1              -1              -1
## 164           1              -1              -1              -1              -1
## 165           1              -1              -1              -1              -1
## 166           1              -1              -1              -1              -1
## 167           1              -1              -1              -1              -1
## 168           1              -1              -1              -1              -1
## 169           1              -1              -1              -1              -1
## 170           1              -1              -1              -1              -1
## 171           1              -1              -1              -1              -1
## 172           1              -1              -1              -1              -1
## 173           1              -1              -1              -1              -1
## 174           1              -1              -1              -1              -1
## 175           1              -1              -1              -1              -1
## 176           1              -1              -1              -1              -1
## 177           1              -1              -1              -1              -1
## 178           1              -1              -1              -1              -1
## 179           1              -1              -1              -1              -1
## 180           1              -1              -1              -1              -1
## 181           1              -1              -1              -1              -1
## 182           1              -1              -1              -1              -1
## 183           1              -1              -1              -1              -1
## 184           1               0               0               0               0
## 185           1              -1              -1              -1              -1
## 186           1              -1              -1              -1              -1
## 187           1               0               0               0               1
## 188           1               0               1               0               0
## 189           1              -1              -1              -1              -1
## 190           1              -1              -1              -1              -1
## 191           1              -1              -1              -1              -1
## 192           1              -1              -1              -1              -1
## 193           1              -1              -1              -1              -1
## 194           1              -1              -1              -1              -1
## 195           1              -1              -1              -1              -1
## 196           1              -1              -1              -1              -1
## 197           1              -1              -1              -1              -1
## 198           1              -1              -1              -1              -1
## 199           1              -1              -1              -1              -1
## 200           1              -1              -1              -1              -1
## 201           1              -1              -1              -1              -1
## 202           1              -1              -1              -1              -1
## 203           1              -1              -1              -1              -1
## 204           1              -1              -1              -1              -1
## 205           1              -1              -1              -1              -1
## 206           1              -1              -1              -1              -1
## 207           1              -1              -1              -1              -1
## 208           1              -1              -1              -1              -1
## 209           1              -1              -1              -1              -1
## 210           1              -1              -1              -1              -1
## 211           1              -1              -1              -1              -1
## 212           1              -1              -1              -1              -1
## 213           1              -1              -1              -1              -1
## 214           1              -1              -1              -1              -1
## 215           1              -1              -1              -1              -1
## 216           1              -1              -1              -1              -1
## 217           1              -1              -1              -1              -1
## 218           1              -1              -1              -1              -1
## 219           1              -1              -1              -1              -1
## 220           1              -1              -1              -1              -1
## 221           1              -1              -1              -1              -1
## 222           1              -1              -1              -1              -1
## 223           1              -1              -1              -1              -1
## 224           1              -1              -1              -1              -1
## 225           1              -1              -1              -1              -1
## 226           1              -1              -1              -1              -1
## 227           1              -1              -1              -1              -1
## 228           1              -1              -1              -1              -1
## 229           1               0               0               0               1
## 230           1              -1              -1              -1              -1
## 231           1              -1              -1              -1              -1
## 232           1              -1              -1              -1              -1
## 233           1              -1              -1              -1              -1
## 234           1              -1              -1              -1              -1
## 235           1               0               0               0               0
## 236           1              -1              -1              -1              -1
## 237           1               0               0               0               0
## 238           1              -1              -1              -1              -1
## 239           1              -1              -1              -1              -1
## 240           1              -1              -1              -1              -1
## 241           1              -1              -1              -1              -1
## 242           1               0               0               0               1
## 243           1              -1              -1              -1              -1
## 244           1               0               0               0               0
## 245           1              -1              -1              -1              -1
## 246           1              -1              -1              -1              -1
## 247           1              -1              -1              -1              -1
## 248           1              -1              -1              -1              -1
## 249           1              -1              -1              -1              -1
## 250           1              -1              -1              -1              -1
## 251           1              -1              -1              -1              -1
## 252           1              -1              -1              -1              -1
## 253           1              -1              -1              -1              -1
## 254           1              -1              -1              -1              -1
## 255           1               0               0               0               0
## 256           1              -1              -1              -1              -1
## 257           1              -1              -1              -1              -1
## 258           1              -1              -1              -1              -1
## 259           1              -1              -1              -1              -1
## 260           1              -1              -1              -1              -1
## 261           1              -1              -1              -1              -1
## 262           1              -1              -1              -1              -1
## 263           1              -1              -1              -1              -1
## 264           1               0               0               0               0
## 265           1               0               0               0               0
## 266           1              -1              -1              -1              -1
## 267           1              -1              -1              -1              -1
## 268           1               0               1               0               0
## 269           1              -1              -1              -1              -1
## 270           1              -1              -1              -1              -1
## 271           1              -1              -1              -1              -1
## 272           1              -1              -1              -1              -1
## 273           1              -1              -1              -1              -1
## 274           1              -1              -1              -1              -1
## 275           1              -1              -1              -1              -1
## 276           1              -1              -1              -1              -1
## 277           1              -1              -1              -1              -1
## 278           1              -1              -1              -1              -1
## 279           1              -1              -1              -1              -1
## 280           1              -1              -1              -1              -1
## 281           1              -1              -1              -1              -1
## 282           1              -1              -1              -1              -1
## 283           1              -1              -1              -1              -1
## 284           1              -1              -1              -1              -1
## 285           1              -1              -1              -1              -1
## 286           1              -1              -1              -1              -1
## 287           1              -1              -1              -1              -1
## 288           1               0               1               0               0
## 289           1              -1              -1              -1              -1
## 290           1               0               0               0               0
## 291           1               0               0               0               1
## 292           1              -1              -1              -1              -1
## 293           1              -1              -1              -1              -1
## 294           1              -1              -1              -1              -1
## 295           1              -1              -1              -1              -1
## 296           1              -1              -1              -1              -1
## 297           1              -1              -1              -1              -1
## 298           1              -1              -1              -1              -1
## 299           1              -1              -1              -1              -1
## 300           1              -1              -1              -1              -1
## 301           1              -1              -1              -1              -1
## 302           1              -1              -1              -1              -1
## 303           1              -1              -1              -1              -1
## 304           1              -1              -1              -1              -1
## 305           1              -1              -1              -1              -1
## 306           1              -1              -1              -1              -1
## 307           1              -1              -1              -1              -1
## 308           1              -1              -1              -1              -1
## 309           1              -1              -1              -1              -1
## 310           1               0               0               0               0
## 311           1              -1              -1              -1              -1
## 312           1              -1              -1              -1              -1
##     demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1                 1               0               0               0
## 2                 1               0               0               0
## 3                -1              -1              -1              -1
## 4                -1              -1              -1              -1
## 5                -1              -1              -1              -1
## 6                -1              -1              -1              -1
## 7                 1               0               0               0
## 8                -1              -1              -1              -1
## 9                -1              -1              -1              -1
## 10               -1              -1              -1              -1
## 11               -1              -1              -1              -1
## 12               -1              -1              -1              -1
## 13               -1              -1              -1              -1
## 14               -1              -1              -1              -1
## 15               -1              -1              -1              -1
## 16               -1              -1              -1              -1
## 17                0               1               0               0
## 18               -1              -1              -1              -1
## 19                0               0               0               0
## 20                0               1               0               0
## 21               -1              -1              -1              -1
## 22               -1              -1              -1              -1
## 23               -1              -1              -1              -1
## 24                1               0               0               0
## 25               -1              -1              -1              -1
## 26                0               0               0               0
## 27               -1              -1              -1              -1
## 28               -1              -1              -1              -1
## 29                0               0               0               0
## 30               -1              -1              -1              -1
## 31               -1              -1              -1              -1
## 32                0               0               0               1
## 33               -1              -1              -1              -1
## 34                0               1               0               0
## 35                0               1               0               0
## 36               -1              -1              -1              -1
## 37                0               0               0               0
## 38               -1              -1              -1              -1
## 39               -1              -1              -1              -1
## 40               -1              -1              -1              -1
## 41                1               0               0               0
## 42                1               0               0               0
## 43               -1              -1              -1              -1
## 44               -1              -1              -1              -1
## 45               -1              -1              -1              -1
## 46               -1              -1              -1              -1
## 47                0               0               0               0
## 48               -1              -1              -1              -1
## 49               -1              -1              -1              -1
## 50               -1              -1              -1              -1
## 51                0               0               0               0
## 52               -1              -1              -1              -1
## 53               -1              -1              -1              -1
## 54                0               0               0               0
## 55               -1              -1              -1              -1
## 56               -1              -1              -1              -1
## 57               -1              -1              -1              -1
## 58               -1              -1              -1              -1
## 59               -1              -1              -1              -1
## 60               -1              -1              -1              -1
## 61               -1              -1              -1              -1
## 62               -1              -1              -1              -1
## 63               -1              -1              -1              -1
## 64               -1              -1              -1              -1
## 65               -1              -1              -1              -1
## 66                0               1               0               0
## 67               -1              -1              -1              -1
## 68               -1              -1              -1              -1
## 69               -1              -1              -1              -1
## 70                0               1               0               0
## 71               -1              -1              -1              -1
## 72               -1              -1              -1              -1
## 73               -1              -1              -1              -1
## 74               -1              -1              -1              -1
## 75               -1              -1              -1              -1
## 76               -1              -1              -1              -1
## 77               -1              -1              -1              -1
## 78               -1              -1              -1              -1
## 79               -1              -1              -1              -1
## 80               -1              -1              -1              -1
## 81               -1              -1              -1              -1
## 82               -1              -1              -1              -1
## 83               -1              -1              -1              -1
## 84               -1              -1              -1              -1
## 85               -1              -1              -1              -1
## 86                1               0               0               0
## 87               -1              -1              -1              -1
## 88               -1              -1              -1              -1
## 89               -1              -1              -1              -1
## 90                0               0               0               0
## 91               -1              -1              -1              -1
## 92               -1              -1              -1              -1
## 93               -1              -1              -1              -1
## 94               -1              -1              -1              -1
## 95               -1              -1              -1              -1
## 96               -1              -1              -1              -1
## 97                0               1               0               0
## 98                0               1               0               0
## 99               -1              -1              -1              -1
## 100              -1              -1              -1              -1
## 101              -1              -1              -1              -1
## 102              -1              -1              -1              -1
## 103               0               0               0               0
## 104              -1              -1              -1              -1
## 105              -1              -1              -1              -1
## 106              -1              -1              -1              -1
## 107              -1              -1              -1              -1
## 108              -1              -1              -1              -1
## 109               0               0               0               0
## 110              -1              -1              -1              -1
## 111              -1              -1              -1              -1
## 112              -1              -1              -1              -1
## 113               0               0               0               0
## 114              -1              -1              -1              -1
## 115              -1              -1              -1              -1
## 116               0               1               0               0
## 117              -1              -1              -1              -1
## 118              -1              -1              -1              -1
## 119              -1              -1              -1              -1
## 120              -1              -1              -1              -1
## 121              -1              -1              -1              -1
## 122              -1              -1              -1              -1
## 123               0               0               0               0
## 124               0               1               0               0
## 125               0               0               0               1
## 126              -1              -1              -1              -1
## 127              -1              -1              -1              -1
## 128              -1              -1              -1              -1
## 129               0               1               0               0
## 130              -1              -1              -1              -1
## 131               0               0               0               0
## 132              -1              -1              -1              -1
## 133              -1              -1              -1              -1
## 134              -1              -1              -1              -1
## 135              -1              -1              -1              -1
## 136              -1              -1              -1              -1
## 137              -1              -1              -1              -1
## 138              -1              -1              -1              -1
## 139              -1              -1              -1              -1
## 140              -1              -1              -1              -1
## 141               0               1               0               0
## 142              -1              -1              -1              -1
## 143               1               0               0               0
## 144              -1              -1              -1              -1
## 145              -1              -1              -1              -1
## 146              -1              -1              -1              -1
## 147              -1              -1              -1              -1
## 148              -1              -1              -1              -1
## 149              -1              -1              -1              -1
## 150              -1              -1              -1              -1
## 151               0               1               0               0
## 152              -1              -1              -1              -1
## 153              -1              -1              -1              -1
## 154              -1              -1              -1              -1
## 155              -1              -1              -1              -1
## 156              -1              -1              -1              -1
## 157              -1              -1              -1              -1
## 158              -1              -1              -1              -1
## 159              -1              -1              -1              -1
## 160              -1              -1              -1              -1
## 161              -1              -1              -1              -1
## 162               0               0               0               0
## 163              -1              -1              -1              -1
## 164              -1              -1              -1              -1
## 165              -1              -1              -1              -1
## 166              -1              -1              -1              -1
## 167              -1              -1              -1              -1
## 168              -1              -1              -1              -1
## 169              -1              -1              -1              -1
## 170              -1              -1              -1              -1
## 171              -1              -1              -1              -1
## 172              -1              -1              -1              -1
## 173              -1              -1              -1              -1
## 174              -1              -1              -1              -1
## 175              -1              -1              -1              -1
## 176              -1              -1              -1              -1
## 177              -1              -1              -1              -1
## 178              -1              -1              -1              -1
## 179              -1              -1              -1              -1
## 180              -1              -1              -1              -1
## 181              -1              -1              -1              -1
## 182              -1              -1              -1              -1
## 183              -1              -1              -1              -1
## 184               1               0               0               0
## 185              -1              -1              -1              -1
## 186              -1              -1              -1              -1
## 187               0               0               0               0
## 188               0               0               0               0
## 189              -1              -1              -1              -1
## 190              -1              -1              -1              -1
## 191              -1              -1              -1              -1
## 192              -1              -1              -1              -1
## 193              -1              -1              -1              -1
## 194              -1              -1              -1              -1
## 195              -1              -1              -1              -1
## 196              -1              -1              -1              -1
## 197              -1              -1              -1              -1
## 198              -1              -1              -1              -1
## 199              -1              -1              -1              -1
## 200              -1              -1              -1              -1
## 201              -1              -1              -1              -1
## 202              -1              -1              -1              -1
## 203              -1              -1              -1              -1
## 204              -1              -1              -1              -1
## 205              -1              -1              -1              -1
## 206              -1              -1              -1              -1
## 207              -1              -1              -1              -1
## 208              -1              -1              -1              -1
## 209              -1              -1              -1              -1
## 210              -1              -1              -1              -1
## 211              -1              -1              -1              -1
## 212              -1              -1              -1              -1
## 213              -1              -1              -1              -1
## 214              -1              -1              -1              -1
## 215              -1              -1              -1              -1
## 216              -1              -1              -1              -1
## 217              -1              -1              -1              -1
## 218              -1              -1              -1              -1
## 219              -1              -1              -1              -1
## 220              -1              -1              -1              -1
## 221              -1              -1              -1              -1
## 222              -1              -1              -1              -1
## 223              -1              -1              -1              -1
## 224              -1              -1              -1              -1
## 225              -1              -1              -1              -1
## 226              -1              -1              -1              -1
## 227              -1              -1              -1              -1
## 228              -1              -1              -1              -1
## 229               0               0               0               0
## 230              -1              -1              -1              -1
## 231              -1              -1              -1              -1
## 232              -1              -1              -1              -1
## 233              -1              -1              -1              -1
## 234              -1              -1              -1              -1
## 235               0               1               0               0
## 236              -1              -1              -1              -1
## 237               0               1               0               0
## 238              -1              -1              -1              -1
## 239              -1              -1              -1              -1
## 240              -1              -1              -1              -1
## 241              -1              -1              -1              -1
## 242               0               0               0               0
## 243              -1              -1              -1              -1
## 244               0               1               0               0
## 245              -1              -1              -1              -1
## 246              -1              -1              -1              -1
## 247              -1              -1              -1              -1
## 248              -1              -1              -1              -1
## 249              -1              -1              -1              -1
## 250              -1              -1              -1              -1
## 251              -1              -1              -1              -1
## 252              -1              -1              -1              -1
## 253              -1              -1              -1              -1
## 254              -1              -1              -1              -1
## 255               0               0               0               1
## 256              -1              -1              -1              -1
## 257              -1              -1              -1              -1
## 258              -1              -1              -1              -1
## 259              -1              -1              -1              -1
## 260              -1              -1              -1              -1
## 261              -1              -1              -1              -1
## 262              -1              -1              -1              -1
## 263              -1              -1              -1              -1
## 264               0               0               0               0
## 265               0               0               0               0
## 266              -1              -1              -1              -1
## 267              -1              -1              -1              -1
## 268               0               0               0               0
## 269              -1              -1              -1              -1
## 270              -1              -1              -1              -1
## 271              -1              -1              -1              -1
## 272              -1              -1              -1              -1
## 273              -1              -1              -1              -1
## 274              -1              -1              -1              -1
## 275              -1              -1              -1              -1
## 276              -1              -1              -1              -1
## 277              -1              -1              -1              -1
## 278              -1              -1              -1              -1
## 279              -1              -1              -1              -1
## 280              -1              -1              -1              -1
## 281              -1              -1              -1              -1
## 282              -1              -1              -1              -1
## 283              -1              -1              -1              -1
## 284              -1              -1              -1              -1
## 285              -1              -1              -1              -1
## 286              -1              -1              -1              -1
## 287              -1              -1              -1              -1
## 288               0               0               0               0
## 289              -1              -1              -1              -1
## 290               0               1               0               0
## 291               0               0               0               0
## 292              -1              -1              -1              -1
## 293              -1              -1              -1              -1
## 294              -1              -1              -1              -1
## 295              -1              -1              -1              -1
## 296              -1              -1              -1              -1
## 297              -1              -1              -1              -1
## 298              -1              -1              -1              -1
## 299              -1              -1              -1              -1
## 300              -1              -1              -1              -1
## 301              -1              -1              -1              -1
## 302              -1              -1              -1              -1
## 303              -1              -1              -1              -1
## 304              -1              -1              -1              -1
## 305              -1              -1              -1              -1
## 306              -1              -1              -1              -1
## 307              -1              -1              -1              -1
## 308              -1              -1              -1              -1
## 309              -1              -1              -1              -1
## 310               0               0               1               0
## 311              -1              -1              -1              -1
## 312              -1              -1              -1              -1
##     demo$ethnicity9
## 1                 0
## 2                 0
## 3                -1
## 4                -1
## 5                -1
## 6                -1
## 7                 0
## 8                -1
## 9                -1
## 10               -1
## 11               -1
## 12               -1
## 13               -1
## 14               -1
## 15               -1
## 16               -1
## 17                0
## 18               -1
## 19                0
## 20                0
## 21               -1
## 22               -1
## 23               -1
## 24                0
## 25               -1
## 26                0
## 27               -1
## 28               -1
## 29                0
## 30               -1
## 31               -1
## 32                0
## 33               -1
## 34                0
## 35                0
## 36               -1
## 37                0
## 38               -1
## 39               -1
## 40               -1
## 41                0
## 42                0
## 43               -1
## 44               -1
## 45               -1
## 46               -1
## 47                0
## 48               -1
## 49               -1
## 50               -1
## 51                0
## 52               -1
## 53               -1
## 54                0
## 55               -1
## 56               -1
## 57               -1
## 58               -1
## 59               -1
## 60               -1
## 61               -1
## 62               -1
## 63               -1
## 64               -1
## 65               -1
## 66                0
## 67               -1
## 68               -1
## 69               -1
## 70                0
## 71               -1
## 72               -1
## 73               -1
## 74               -1
## 75               -1
## 76               -1
## 77               -1
## 78               -1
## 79               -1
## 80               -1
## 81               -1
## 82               -1
## 83               -1
## 84               -1
## 85               -1
## 86                0
## 87               -1
## 88               -1
## 89               -1
## 90                0
## 91               -1
## 92               -1
## 93               -1
## 94               -1
## 95               -1
## 96               -1
## 97                0
## 98                0
## 99               -1
## 100              -1
## 101              -1
## 102              -1
## 103               0
## 104              -1
## 105              -1
## 106              -1
## 107              -1
## 108              -1
## 109               0
## 110              -1
## 111              -1
## 112              -1
## 113               1
## 114              -1
## 115              -1
## 116               0
## 117              -1
## 118              -1
## 119              -1
## 120              -1
## 121              -1
## 122              -1
## 123               0
## 124               0
## 125               0
## 126              -1
## 127              -1
## 128              -1
## 129               0
## 130              -1
## 131               0
## 132              -1
## 133              -1
## 134              -1
## 135              -1
## 136              -1
## 137              -1
## 138              -1
## 139              -1
## 140              -1
## 141               0
## 142              -1
## 143               0
## 144              -1
## 145              -1
## 146              -1
## 147              -1
## 148              -1
## 149              -1
## 150              -1
## 151               0
## 152              -1
## 153              -1
## 154              -1
## 155              -1
## 156              -1
## 157              -1
## 158              -1
## 159              -1
## 160              -1
## 161              -1
## 162               1
## 163              -1
## 164              -1
## 165              -1
## 166              -1
## 167              -1
## 168              -1
## 169              -1
## 170              -1
## 171              -1
## 172              -1
## 173              -1
## 174              -1
## 175              -1
## 176              -1
## 177              -1
## 178              -1
## 179              -1
## 180              -1
## 181              -1
## 182              -1
## 183              -1
## 184               0
## 185              -1
## 186              -1
## 187               0
## 188               0
## 189              -1
## 190              -1
## 191              -1
## 192              -1
## 193              -1
## 194              -1
## 195              -1
## 196              -1
## 197              -1
## 198              -1
## 199              -1
## 200              -1
## 201              -1
## 202              -1
## 203              -1
## 204              -1
## 205              -1
## 206              -1
## 207              -1
## 208              -1
## 209              -1
## 210              -1
## 211              -1
## 212              -1
## 213              -1
## 214              -1
## 215              -1
## 216              -1
## 217              -1
## 218              -1
## 219              -1
## 220              -1
## 221              -1
## 222              -1
## 223              -1
## 224              -1
## 225              -1
## 226              -1
## 227              -1
## 228              -1
## 229               0
## 230              -1
## 231              -1
## 232              -1
## 233              -1
## 234              -1
## 235               0
## 236              -1
## 237               0
## 238              -1
## 239              -1
## 240              -1
## 241              -1
## 242               0
## 243              -1
## 244               0
## 245              -1
## 246              -1
## 247              -1
## 248              -1
## 249              -1
## 250              -1
## 251              -1
## 252              -1
## 253              -1
## 254              -1
## 255               0
## 256              -1
## 257              -1
## 258              -1
## 259              -1
## 260              -1
## 261              -1
## 262              -1
## 263              -1
## 264               1
## 265               1
## 266              -1
## 267              -1
## 268               0
## 269              -1
## 270              -1
## 271              -1
## 272              -1
## 273              -1
## 274              -1
## 275              -1
## 276              -1
## 277              -1
## 278              -1
## 279              -1
## 280              -1
## 281              -1
## 282              -1
## 283              -1
## 284              -1
## 285              -1
## 286              -1
## 287              -1
## 288               0
## 289              -1
## 290               0
## 291               0
## 292              -1
## 293              -1
## 294              -1
## 295              -1
## 296              -1
## 297              -1
## 298              -1
## 299              -1
## 300              -1
## 301              -1
## 302              -1
## 303              -1
## 304              -1
## 305              -1
## 306              -1
## 307              -1
## 308              -1
## 309              -1
## 310               0
## 311              -1
## 312              -1
## 
## $terms
## sci_comm_orient ~ demo$ethnicity
## attr(,"variables")
## list(sci_comm_orient, demo$ethnicity)
## attr(,"factors")
##                 demo$ethnicity
## sci_comm_orient              0
## demo$ethnicity               1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to major.

Conclusion

Ultimately, what we can understand from all of this is that students significantly answer Career Motivation, Intrinsic Motivation, Self-Determination, Self-Efficacy, Grade Motivation, and Personal Communal Orientation questions differently according to their ethnicity.

In summary, let’s take a look at the running list we are making of which questions were significant and not according to demographics:


NEXT